calliope_looping_input_data_reliab_postprocess.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "\n",
    "import calliope\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns\n",
    "\n",
    "calliope.set_log_verbosity(\"warning\")\n",
    "\n",
    "inputdir = \"/gws/pw/j05/cop26_hackathons/oxford/Group_folders/group_2/2.3_shared/euro-calliope-uk_irl_2\"\n",
    "outputdir = \"~/outputs\"\n",
    "calliope.set_log_verbosity(\"warning\")\n",
    "\n",
    "if \"GRB_LICENSE_FILE\" not in os.environ.keys():\n",
    "    os.environ[\"GRB_LICENSE_FILE\"] = \"/gws/smf/j04/cop26_hackathons/oxford/gurobi/gurobi.lic\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "model = calliope.Model(\n",
    "    os.path.join(inputdir, \"national_AWD\", \"example-model.yaml\"), \n",
    "    scenario=\"freeze-hydro-capacities\"\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2021-06-25 07:02:46] INFO     Loading sets\n",
      "[2021-06-25 07:02:46] INFO     Loading parameters\n",
      "[2021-06-25 07:02:47] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 07:02:47] INFO     creating capacity constraints\n",
      "[2021-06-25 07:02:47] INFO     creating costs constraints\n",
      "[2021-06-25 07:02:48] INFO     creating dispatch constraints\n",
      "[2021-06-25 07:02:49] INFO     creating energy_balance constraints\n",
      "[2021-06-25 07:02:50] INFO     creating network constraints\n",
      "[2021-06-25 07:02:50] INFO     creating policy constraints\n",
      "[2021-06-25 07:02:50] INFO     creating conversion constraints\n",
      "[2021-06-25 07:02:50] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 07:02:50] INFO     creating group constraints\n",
      "[2021-06-25 07:02:50] INFO     creating export constraints\n",
      "[2021-06-25 07:02:50] INFO     creating milp constraints\n",
      "[2021-06-25 07:02:50] DEBUG    Using license file /gws/smf/j04/cop26_hackathons/oxford/gurobi/gurobi.lic\n",
      "[2021-06-25 07:02:50] DEBUG    Set parameter TokenServer to value gurobi-lic.jc.rl.ac.uk\n",
      "[2021-06-25 07:02:55] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 07:02:55] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 07:02:55] DEBUG    Changed value of parameter LogFile to /tmp/tmpueflkppc.log\n",
      "[2021-06-25 07:02:55] DEBUG    Prev:   Default:\n",
      "[2021-06-25 07:02:55] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 07:02:55] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 07:02:55] DEBUG    Optimize a model with 38034 rows, 26378 columns and 100152 nonzeros\n",
      "[2021-06-25 07:02:55] DEBUG    Model fingerprint: 0xbc2238cc\n",
      "[2021-06-25 07:02:55] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 07:02:55] DEBUG    Matrix range     [8e-06, 6e+01]\n",
      "[2021-06-25 07:02:55] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 07:02:55] DEBUG    Bounds range     [4e-01, 2e+01]\n",
      "[2021-06-25 07:02:55] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-25 07:02:55] DEBUG    Concurrent LP optimizer: primal simplex, dual simplex, and barrier\n",
      "[2021-06-25 07:02:55] DEBUG    Showing barrier log only...\n",
      "[2021-06-25 07:02:56] DEBUG    Presolve removed 19782 rows and 10297 columns\n",
      "[2021-06-25 07:02:56] DEBUG    Presolve time: 0.08s\n",
      "[2021-06-25 07:02:56] DEBUG    Presolved: 18252 rows, 16081 columns, 54024 nonzeros\n",
      "[2021-06-25 07:02:56] DEBUG    Ordering time: 0.00s\n",
      "[2021-06-25 07:02:56] DEBUG    Barrier statistics:\n",
      "[2021-06-25 07:02:56] DEBUG    Dense cols : 21\n",
      "[2021-06-25 07:02:56] DEBUG    AA' NZ     : 4.636e+04\n",
      "[2021-06-25 07:02:56] DEBUG    Factor NZ  : 1.785e+05 (roughly 15 MBytes of memory)\n",
      "[2021-06-25 07:02:56] DEBUG    Factor Ops : 3.760e+06 (less than 1 second per iteration)\n",
      "[2021-06-25 07:02:56] DEBUG    Threads    : 22\n",
      "[2021-06-25 07:02:56] DEBUG    Objective                Residual\n",
      "[2021-06-25 07:02:56] DEBUG    Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "[2021-06-25 07:02:56] DEBUG    0   2.29698520e+02 -7.84878144e+03  2.82e+01 1.70e-02  7.88e+00     0s\n",
      "[2021-06-25 07:02:56] DEBUG    1   2.01896038e+02 -1.95864685e+03  4.04e+00 2.88e-01  1.11e+00     0s\n",
      "[2021-06-25 07:02:56] DEBUG    2   2.22382402e+02 -4.88884027e+02  2.37e-01 3.94e-02  1.58e-01     0s\n",
      "[2021-06-25 07:02:56] DEBUG    3   1.10919589e+02 -2.30725787e+01  3.00e-03 4.60e-04  1.54e-02     1s\n",
      "[2021-06-25 07:02:56] DEBUG    4   1.44417306e+01 -8.16790055e+00  2.46e-04 1.70e-05  2.51e-03     1s\n",
      "[2021-06-25 07:02:56] DEBUG    5   4.75929037e+00 -1.87484115e+00  5.90e-05 5.68e-14  7.31e-04     1s\n",
      "[2021-06-25 07:02:56] DEBUG    6   2.80870761e+00 -3.94885693e-01  2.40e-05 3.20e-14  3.52e-04     1s\n",
      "[2021-06-25 07:02:56] DEBUG    7   1.86955071e+00  9.03659341e-01  8.23e-06 2.49e-14  1.06e-04     1s\n",
      "[2021-06-25 07:02:57] DEBUG    8   1.49881617e+00  1.28032922e+00  1.27e-06 3.20e-14  2.40e-05     1s\n",
      "[2021-06-25 07:02:57] DEBUG    9   1.40120208e+00  1.33400356e+00  2.86e-07 5.33e-15  7.37e-06     1s\n",
      "[2021-06-25 07:02:57] DEBUG    10   1.37624292e+00  1.35922695e+00  4.06e-08 4.97e-14  1.87e-06     1s\n",
      "[2021-06-25 07:02:57] DEBUG    11   1.37325664e+00  1.36757916e+00  1.71e-08 1.42e-14  6.23e-07     2s\n",
      "[2021-06-25 07:02:57] DEBUG    12   1.37162967e+00  1.37005317e+00  4.93e-09 1.78e-14  1.73e-07     2s\n",
      "[2021-06-25 07:02:57] DEBUG    13   1.37117206e+00  1.37054168e+00  1.62e-09 7.46e-14  6.91e-08     2s\n",
      "[2021-06-25 07:02:57] DEBUG    14   1.37103542e+00  1.37074915e+00  7.42e-10 1.95e-14  3.14e-08     2s\n",
      "[2021-06-25 07:02:57] DEBUG    15   1.37096738e+00  1.37082573e+00  3.16e-10 1.78e-14  1.55e-08     2s\n",
      "[2021-06-25 07:02:58] DEBUG    16   1.37095325e+00  1.37086377e+00  2.33e-10 3.86e-17  9.82e-09     2s\n",
      "[2021-06-25 07:02:58] DEBUG    17   1.37094588e+00  1.37086611e+00  1.92e-10 7.11e-15  8.75e-09     2s\n",
      "[2021-06-25 07:02:58] DEBUG    18   1.37092679e+00  1.37089242e+00  8.17e-11 2.13e-14  3.77e-09     2s\n",
      "[2021-06-25 07:02:58] DEBUG    19   1.37092550e+00  1.37089583e+00  7.41e-11 5.33e-15  3.26e-09     3s\n",
      "[2021-06-25 07:02:58] DEBUG    20   1.37091823e+00  1.37089843e+00  3.49e-11 1.07e-14  2.17e-09     3s\n",
      "[2021-06-25 07:02:58] DEBUG    21   1.37091588e+00  1.37090431e+00  2.78e-11 1.24e-14  1.27e-09     3s\n",
      "[2021-06-25 07:02:58] DEBUG    22   1.37091492e+00  1.37090565e+00  2.44e-11 2.49e-14  1.02e-09     3s\n",
      "[2021-06-25 07:02:59] DEBUG    23   1.37091395e+00  1.37090793e+00  2.46e-11 2.49e-14  6.61e-10     3s\n",
      "[2021-06-25 07:02:59] DEBUG    24   1.37091335e+00  1.37090892e+00  2.08e-11 1.42e-14  4.86e-10     3s\n",
      "[2021-06-25 07:02:59] DEBUG    25   1.37091263e+00  1.37090978e+00  1.82e-11 1.07e-14  3.13e-10     3s\n",
      "[2021-06-25 07:02:59] DEBUG    26   1.37091159e+00  1.37091039e+00  3.83e-11 4.26e-14  1.32e-10     3s\n",
      "[2021-06-25 07:02:59] DEBUG    27   1.37091147e+00  1.37091075e+00  2.98e-11 3.20e-14  7.89e-11     4s\n",
      "[2021-06-25 07:02:59] DEBUG    28   1.37091139e+00  1.37091077e+00  2.18e-11 2.13e-14  6.76e-11     4s\n",
      "[2021-06-25 07:02:59] DEBUG    29   1.37091131e+00  1.37091106e+00  3.31e-11 4.44e-15  2.72e-11     4s\n",
      "[2021-06-25 07:03:00] DEBUG    30   1.37091127e+00  1.37091121e+00  1.76e-11 1.78e-14  6.60e-12     4s\n",
      "[2021-06-25 07:03:00] DEBUG    31   1.37091125e+00  1.37091124e+00  4.71e-12 5.68e-14  9.48e-13     4s\n",
      "[2021-06-25 07:03:00] DEBUG    Barrier solved model in 31 iterations and 4.36 seconds\n",
      "[2021-06-25 07:03:00] DEBUG    Optimal objective 1.37091125e+00\n",
      "[2021-06-25 07:03:00] DEBUG    Crossover log...\n",
      "[2021-06-25 07:03:00] DEBUG    13142 DPushes remaining with DInf 5.1887707e-02                 4s\n",
      "[2021-06-25 07:03:01] DEBUG    1145 DPushes remaining with DInf 4.4796164e-02                 6s\n",
      "[2021-06-25 07:03:02] DEBUG    0 DPushes remaining with DInf 7.7447114e-03                 6s\n",
      "[2021-06-25 07:03:02] DEBUG    1428 PPushes remaining with PInf 2.4246662e-06                 6s\n",
      "[2021-06-25 07:03:03] DEBUG    0 PPushes remaining with PInf 1.0666709e-06                 7s\n",
      "[2021-06-25 07:03:03] DEBUG    Push phase complete: Pinf 1.0666709e-06, Dinf 2.5486314e-02      7s\n",
      "[2021-06-25 07:03:03] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 07:03:03] DEBUG    7288    1.3709112e+00   0.000000e+00   2.548631e-02      7s\n",
      "[2021-06-25 07:03:04] DEBUG    Extra simplex iterations after uncrush: 9\n",
      "[2021-06-25 07:03:04] DEBUG    7308    1.3709112e+00   0.000000e+00   0.000000e+00      8s\n",
      "[2021-06-25 07:03:04] DEBUG    Solved with barrier\n",
      "[2021-06-25 07:03:04] DEBUG    Solved in 7308 iterations and 8.16 seconds\n",
      "[2021-06-25 07:03:04] DEBUG    Optimal objective  1.370911244e+00\n",
      "[2021-06-25 07:03:04] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 07:03:04] DEBUG    Prev: /tmp/tmpueflkppc.log  Default:\n"
     ]
    }
   ],
   "source": [
    "model.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "def update_model_capacities(optimal_model, new_model, fillna=False):\n",
    "    if fillna is True:\n",
    "        new_model._model_data[\"energy_cap_equals\"] = (\n",
    "            new_model._model_data[\"energy_cap_equals\"].fillna(\n",
    "                optimal_model._model_data[\"energy_cap\"]\n",
    "                .where(optimal_model._model_data.loc_techs.str.find(\"demand\") == -1)\n",
    "            )\n",
    "        )\n",
    "        new_model._model_data[\"storage_cap_equals\"] = (\n",
    "            new_model._model_data[\"storage_cap_equals\"].fillna(\n",
    "                optimal_model._model_data[\"storage_cap\"]\n",
    "            )\n",
    "        )\n",
    "    else:\n",
    "        new_model._model_data[\"energy_cap_equals\"] = (\n",
    "            optimal_model._model_data[\"energy_cap\"]\n",
    "            .where(optimal_model._model_data.loc_techs.str.find(\"demand\") == -1)\n",
    "        )\n",
    "        new_model._model_data[\"storage_cap_equals\"] = optimal_model._model_data[\"storage_cap\"]\n",
    "\n",
    "    new_model._model_data[\"energy_cap_equals\"].attrs[\"is_result\"] = 0\n",
    "    new_model._model_data[\"storage_cap_equals\"].attrs[\"is_result\"] = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "new_model = calliope.Model(\n",
    "    os.path.join(inputdir, \"national_AWD\", \"example-model1.yaml\"), \n",
    "    scenario=\"freeze-hydro-capacities,dispatch,load-shedding\"\n",
    ")\n",
    "update_model_capacities(model, new_model, fillna=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2021-06-25 08:58:52] WARNING  /home/users/train015/.conda/envs/euro-calliope/lib/python3.7/site-packages/calliope/exceptions.py:60: ModelWarning:\n",
      "\n",
      "Possible issues found during model processing:\n",
      " * Initial stored energy not defined, set to zero for all loc::techs in loc_techs_store, for use in iterative optimisation\n",
      " * Resource capacity constraint defined and set to infinity for all supply_plus techs\n",
      "\n",
      "\n",
      "[2021-06-25 08:58:52] INFO     Loading sets\n",
      "[2021-06-25 08:58:52] INFO     Loading parameters\n",
      "[2021-06-25 08:58:53] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:58:53] INFO     creating capacity constraints\n",
      "[2021-06-25 08:58:53] INFO     creating costs constraints\n",
      "[2021-06-25 08:58:54] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:58:54] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:58:55] INFO     creating network constraints\n",
      "[2021-06-25 08:58:55] INFO     creating policy constraints\n",
      "[2021-06-25 08:58:55] INFO     creating conversion constraints\n",
      "[2021-06-25 08:58:55] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:58:55] INFO     creating group constraints\n",
      "[2021-06-25 08:58:55] INFO     creating export constraints\n",
      "[2021-06-25 08:58:55] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:00] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:00] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:00] DEBUG    Changed value of parameter LogFile to /tmp/tmpfivxsn7z.log\n",
      "[2021-06-25 08:59:00] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:00] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:00] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:00] DEBUG    Optimize a model with 37154 rows, 27690 columns and 78640 nonzeros\n",
      "[2021-06-25 08:59:00] DEBUG    Model fingerprint: 0xf62547f2\n",
      "[2021-06-25 08:59:00] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:00] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:00] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:00] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:00] DEBUG    RHS range        [1e-06, 2e+02]\n",
      "[2021-06-25 08:59:00] DEBUG    Concurrent LP optimizer: primal simplex, dual simplex, and barrier\n",
      "[2021-06-25 08:59:00] DEBUG    Showing barrier log only...\n",
      "[2021-06-25 08:59:00] DEBUG    Presolve removed 34242 rows and 18960 columns\n",
      "[2021-06-25 08:59:00] DEBUG    Presolve time: 0.06s\n",
      "[2021-06-25 08:59:00] DEBUG    Presolved: 2912 rows, 8730 columns, 14548 nonzeros\n",
      "[2021-06-25 08:59:00] DEBUG    Ordering time: 0.00s\n",
      "[2021-06-25 08:59:00] DEBUG    Barrier statistics:\n",
      "[2021-06-25 08:59:00] DEBUG    AA' NZ     : 4.726e+03\n",
      "[2021-06-25 08:59:00] DEBUG    Factor NZ  : 4.135e+04 (roughly 5 MBytes of memory)\n",
      "[2021-06-25 08:59:00] DEBUG    Factor Ops : 6.424e+05 (less than 1 second per iteration)\n",
      "[2021-06-25 08:59:00] DEBUG    Threads    : 1\n",
      "[2021-06-25 08:59:00] DEBUG    Objective                Residual\n",
      "[2021-06-25 08:59:00] DEBUG    Iter       Primal          Dual         Primal    Dual     Compl     Time\n",
      "[2021-06-25 08:59:00] DEBUG    0   4.40354925e+03 -2.64724724e+03  3.05e+01 7.22e-17  1.66e+01     0s\n",
      "[2021-06-25 08:59:00] DEBUG    1   1.18221391e+03 -9.19017444e+02  8.12e+00 1.78e-15  4.31e+00     0s\n",
      "[2021-06-25 08:59:00] DEBUG    2   2.34030948e+02 -3.44905952e+02  1.57e+00 7.23e-14  8.73e-01     0s\n",
      "[2021-06-25 08:59:00] DEBUG    3   4.05764562e+01 -9.22057699e+01  2.40e-01 1.82e-14  1.45e-01     0s\n",
      "[2021-06-25 08:59:00] DEBUG    4   1.05604371e+01 -2.20488920e+01  5.26e-02 4.04e-14  3.13e-02     0s\n",
      "[2021-06-25 08:59:00] DEBUG    5   3.57856806e+00 -6.59611049e+00  1.25e-02 2.13e-14  8.08e-03     0s\n",
      "[2021-06-25 08:59:00] DEBUG    6   1.12423511e+00 -1.82857132e+00  3.23e-03 1.87e-14  2.09e-03     0s\n",
      "[2021-06-25 08:59:00] DEBUG    7   4.45142902e-01 -6.92863435e-01  9.16e-04 1.37e-14  6.90e-04     0s\n",
      "[2021-06-25 08:59:00] DEBUG    8   2.25938073e-01 -1.26993929e-01  3.08e-04 1.51e-14  2.05e-04     0s\n",
      "[2021-06-25 08:59:00] DEBUG    9   1.25231713e-01 -1.25495093e-02  7.39e-05 5.33e-15  7.21e-05     0s\n",
      "[2021-06-25 08:59:00] DEBUG    10   1.03785930e-01  5.52780478e-02  3.33e-05 2.49e-14  2.57e-05     0s\n",
      "[2021-06-25 08:59:00] DEBUG    11   8.98094924e-02  7.97877427e-02  6.95e-06 1.42e-14  5.16e-06     0s\n",
      "[2021-06-25 08:59:00] DEBUG    12   8.72249695e-02  8.41416839e-02  2.46e-06 5.33e-15  1.55e-06     0s\n",
      "[2021-06-25 08:59:00] DEBUG    13   8.63017381e-02  8.53430677e-02  9.61e-07 2.22e-15  4.70e-07     0s\n",
      "[2021-06-25 08:59:00] DEBUG    14   8.58787264e-02  8.56418125e-02  1.21e-07 1.75e-15  1.11e-07     0s\n",
      "[2021-06-25 08:59:00] DEBUG    15   8.58519921e-02  8.57916609e-02  2.15e-11 1.78e-15  2.76e-08     0s\n",
      "[2021-06-25 08:59:00] DEBUG    16   8.58417675e-02  8.57979608e-02  1.20e-11 1.78e-15  2.01e-08     0s\n",
      "[2021-06-25 08:59:00] DEBUG    17   8.58355506e-02  8.58072217e-02  1.98e-11 1.78e-15  1.30e-08     0s\n",
      "[2021-06-25 08:59:00] DEBUG    18   8.58342919e-02  8.58069803e-02  1.25e-11 1.78e-15  1.25e-08     0s\n",
      "[2021-06-25 08:59:00] DEBUG    19   8.58296581e-02  8.58222917e-02  5.99e-12 1.78e-15  3.37e-09     0s\n",
      "[2021-06-25 08:59:00] DEBUG    20   8.58295429e-02  8.58235395e-02  5.32e-12 1.78e-15  2.75e-09     0s\n",
      "[2021-06-25 08:59:00] DEBUG    21   8.58286537e-02  8.58255748e-02  9.46e-12 1.78e-15  1.41e-09     0s\n",
      "[2021-06-25 08:59:00] DEBUG    22   8.58283909e-02  8.58267018e-02  8.99e-12 1.78e-15  7.74e-10     0s\n",
      "[2021-06-25 08:59:00] DEBUG    23   8.58272543e-02  8.58271453e-02  3.03e-12 1.78e-15  5.00e-11     0s\n",
      "[2021-06-25 08:59:00] DEBUG    24   8.58272006e-02  8.58271916e-02  6.32e-12 1.78e-15  4.10e-12     0s\n",
      "[2021-06-25 08:59:00] DEBUG    Barrier solved model in 24 iterations and 0.20 seconds\n",
      "[2021-06-25 08:59:00] DEBUG    Optimal objective 8.58272006e-02\n",
      "[2021-06-25 08:59:00] DEBUG    Crossover log...\n",
      "[2021-06-25 08:59:00] DEBUG    381 DPushes remaining with DInf 0.0000000e+00                 0s\n",
      "[2021-06-25 08:59:00] DEBUG    0 DPushes remaining with DInf 0.0000000e+00                 0s\n",
      "[2021-06-25 08:59:00] DEBUG    1441 PPushes remaining with PInf 1.7820289e-04                 0s\n",
      "[2021-06-25 08:59:00] DEBUG    0 PPushes remaining with PInf 1.0864045e-06                 0s\n",
      "[2021-06-25 08:59:00] DEBUG    Push phase complete: Pinf 1.0864045e-06, Dinf 0.0000000e+00      0s\n",
      "[2021-06-25 08:59:00] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:00] DEBUG    1825    8.5827187e-02   1.086405e-06   0.000000e+00      0s\n",
      "[2021-06-25 08:59:00] DEBUG    Extra simplex iterations after uncrush: 1\n",
      "[2021-06-25 08:59:00] DEBUG    1827    8.5827198e-02   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:00] DEBUG    Solved with barrier\n",
      "[2021-06-25 08:59:00] DEBUG    Solved in 1827 iterations and 0.30 seconds\n",
      "[2021-06-25 08:59:00] DEBUG    Optimal objective  8.582719839e-02\n",
      "[2021-06-25 08:59:00] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:00] DEBUG    Prev: /tmp/tmpfivxsn7z.log  Default:\n",
      "[2021-06-25 08:59:01] INFO     Loading sets\n",
      "[2021-06-25 08:59:01] INFO     Loading parameters\n",
      "[2021-06-25 08:59:01] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:01] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:01] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:01] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:01] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:01] INFO     creating network constraints\n",
      "[2021-06-25 08:59:01] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:01] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:01] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:01] INFO     creating group constraints\n",
      "[2021-06-25 08:59:01] INFO     creating export constraints\n",
      "[2021-06-25 08:59:01] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:01] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:01] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:01] DEBUG    Changed value of parameter LogFile to /tmp/tmpyejjycdl.log\n",
      "[2021-06-25 08:59:01] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:01] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:01] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:01] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:01] DEBUG    Model fingerprint: 0x7eed0483\n",
      "[2021-06-25 08:59:01] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:01] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:01] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:01] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:01] DEBUG    RHS range        [1e-05, 2e+02]\n",
      "[2021-06-25 08:59:01] DEBUG    Presolve removed 692 rows and 410 columns\n",
      "[2021-06-25 08:59:01] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:01] DEBUG    Presolved: 48 rows, 148 columns, 240 nonzeros\n",
      "[2021-06-25 08:59:01] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:01] DEBUG    0    0.0000000e+00   1.597873e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:01] DEBUG    60    6.3820336e-04   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:01] DEBUG    Solved in 60 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:01] DEBUG    Optimal objective  6.382033650e-04\n",
      "[2021-06-25 08:59:01] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:01] DEBUG    Prev: /tmp/tmpyejjycdl.log  Default:\n",
      "[2021-06-25 08:59:01] INFO     Loading sets\n",
      "[2021-06-25 08:59:01] INFO     Loading parameters\n",
      "[2021-06-25 08:59:01] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:01] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:01] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:02] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:02] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:02] INFO     creating network constraints\n",
      "[2021-06-25 08:59:02] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:02] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:02] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:02] INFO     creating group constraints\n",
      "[2021-06-25 08:59:02] INFO     creating export constraints\n",
      "[2021-06-25 08:59:02] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:02] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:02] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:02] DEBUG    Changed value of parameter LogFile to /tmp/tmprqktcbrp.log\n",
      "[2021-06-25 08:59:02] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:02] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:02] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:02] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:02] DEBUG    Model fingerprint: 0x42251b73\n",
      "[2021-06-25 08:59:02] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:02] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:02] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:02] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:02] DEBUG    RHS range        [9e-06, 2e+02]\n",
      "[2021-06-25 08:59:02] DEBUG    Presolve removed 689 rows and 406 columns\n",
      "[2021-06-25 08:59:02] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:02] DEBUG    Presolved: 51 rows, 152 columns, 253 nonzeros\n",
      "[2021-06-25 08:59:02] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:02] DEBUG    0    0.0000000e+00   1.769267e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:02] DEBUG    63    1.3303144e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:02] DEBUG    Solved in 63 iterations and 0.02 seconds\n",
      "[2021-06-25 08:59:02] DEBUG    Optimal objective  1.330314421e-03\n",
      "[2021-06-25 08:59:02] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:02] DEBUG    Prev: /tmp/tmprqktcbrp.log  Default:\n",
      "[2021-06-25 08:59:02] INFO     Loading sets\n",
      "[2021-06-25 08:59:02] INFO     Loading parameters\n",
      "[2021-06-25 08:59:02] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:02] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:02] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:02] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:02] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:02] INFO     creating network constraints\n",
      "[2021-06-25 08:59:02] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:02] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:02] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:02] INFO     creating group constraints\n",
      "[2021-06-25 08:59:02] INFO     creating export constraints\n",
      "[2021-06-25 08:59:02] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:02] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:02] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:02] DEBUG    Changed value of parameter LogFile to /tmp/tmp2yzzepa9.log\n",
      "[2021-06-25 08:59:02] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:02] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:02] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:02] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:02] DEBUG    Model fingerprint: 0xf3858655\n",
      "[2021-06-25 08:59:02] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:02] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:02] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:02] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:02] DEBUG    RHS range        [9e-06, 2e+02]\n",
      "[2021-06-25 08:59:02] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:02] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:02] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:02] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:02] DEBUG    0    0.0000000e+00   1.729914e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:02] DEBUG    81    1.4588278e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:02] DEBUG    Solved in 81 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:02] DEBUG    Optimal objective  1.458827816e-03\n",
      "[2021-06-25 08:59:02] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:02] DEBUG    Prev: /tmp/tmp2yzzepa9.log  Default:\n",
      "[2021-06-25 08:59:02] INFO     Loading sets\n",
      "[2021-06-25 08:59:02] INFO     Loading parameters\n",
      "[2021-06-25 08:59:03] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:03] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:03] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:03] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:03] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:03] INFO     creating network constraints\n",
      "[2021-06-25 08:59:03] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:03] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:03] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:03] INFO     creating group constraints\n",
      "[2021-06-25 08:59:03] INFO     creating export constraints\n",
      "[2021-06-25 08:59:03] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:03] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:03] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:03] DEBUG    Changed value of parameter LogFile to /tmp/tmp7dzvnb_b.log\n",
      "[2021-06-25 08:59:03] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:03] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:03] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:03] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:03] DEBUG    Model fingerprint: 0x47264e14\n",
      "[2021-06-25 08:59:03] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:03] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:03] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:03] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:03] DEBUG    RHS range        [8e-06, 2e+02]\n",
      "[2021-06-25 08:59:03] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:03] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:03] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:03] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:03] DEBUG    0    0.0000000e+00   1.731364e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:03] DEBUG    90    1.5118233e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:03] DEBUG    Solved in 90 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:03] DEBUG    Optimal objective  1.511823345e-03\n",
      "[2021-06-25 08:59:03] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:03] DEBUG    Prev: /tmp/tmp7dzvnb_b.log  Default:\n",
      "[2021-06-25 08:59:03] INFO     Loading sets\n",
      "[2021-06-25 08:59:03] INFO     Loading parameters\n",
      "[2021-06-25 08:59:03] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:03] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:03] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:03] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:03] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:03] INFO     creating network constraints\n",
      "[2021-06-25 08:59:03] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:03] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:03] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:03] INFO     creating group constraints\n",
      "[2021-06-25 08:59:03] INFO     creating export constraints\n",
      "[2021-06-25 08:59:03] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:03] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:03] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:03] DEBUG    Changed value of parameter LogFile to /tmp/tmpdk8suhj0.log\n",
      "[2021-06-25 08:59:03] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:03] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:03] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:03] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:03] DEBUG    Model fingerprint: 0x75478e82\n",
      "[2021-06-25 08:59:03] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:03] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:03] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:03] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:03] DEBUG    RHS range        [7e-06, 2e+02]\n",
      "[2021-06-25 08:59:03] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:03] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:03] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:03] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:03] DEBUG    0    0.0000000e+00   1.730317e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:03] DEBUG    81    1.4716875e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:03] DEBUG    Solved in 81 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:03] DEBUG    Optimal objective  1.471687459e-03\n",
      "[2021-06-25 08:59:03] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:03] DEBUG    Prev: /tmp/tmpdk8suhj0.log  Default:\n",
      "[2021-06-25 08:59:03] INFO     Loading sets\n",
      "[2021-06-25 08:59:03] INFO     Loading parameters\n",
      "[2021-06-25 08:59:03] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:03] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:03] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:03] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:03] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:03] INFO     creating network constraints\n",
      "[2021-06-25 08:59:03] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:03] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:03] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:03] INFO     creating group constraints\n",
      "[2021-06-25 08:59:03] INFO     creating export constraints\n",
      "[2021-06-25 08:59:03] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:04] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:04] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:04] DEBUG    Changed value of parameter LogFile to /tmp/tmpug33njyy.log\n",
      "[2021-06-25 08:59:04] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:04] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:04] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:04] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:04] DEBUG    Model fingerprint: 0xbb373837\n",
      "[2021-06-25 08:59:04] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:04] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:04] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:04] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:04] DEBUG    RHS range        [7e-06, 2e+02]\n",
      "[2021-06-25 08:59:04] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:04] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:04] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:04] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:04] DEBUG    0    0.0000000e+00   1.731246e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:04] DEBUG    80    1.4902908e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:04] DEBUG    Solved in 80 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:04] DEBUG    Optimal objective  1.490290792e-03\n",
      "[2021-06-25 08:59:04] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:04] DEBUG    Prev: /tmp/tmpug33njyy.log  Default:\n",
      "[2021-06-25 08:59:04] INFO     Loading sets\n",
      "[2021-06-25 08:59:04] INFO     Loading parameters\n",
      "[2021-06-25 08:59:04] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:04] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:04] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:04] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:04] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:04] INFO     creating network constraints\n",
      "[2021-06-25 08:59:04] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:04] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:04] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:04] INFO     creating group constraints\n",
      "[2021-06-25 08:59:04] INFO     creating export constraints\n",
      "[2021-06-25 08:59:04] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:04] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:04] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:04] DEBUG    Changed value of parameter LogFile to /tmp/tmpx1zam261.log\n",
      "[2021-06-25 08:59:04] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:04] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:04] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:04] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:04] DEBUG    Model fingerprint: 0x0e7f0779\n",
      "[2021-06-25 08:59:04] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:04] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:04] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:04] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:04] DEBUG    RHS range        [7e-06, 2e+02]\n",
      "[2021-06-25 08:59:04] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:04] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:04] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:04] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:04] DEBUG    0    0.0000000e+00   1.730658e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:04] DEBUG    71    1.5326707e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:04] DEBUG    Solved in 71 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:04] DEBUG    Optimal objective  1.532670729e-03\n",
      "[2021-06-25 08:59:04] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:04] DEBUG    Prev: /tmp/tmpx1zam261.log  Default:\n",
      "[2021-06-25 08:59:04] INFO     Loading sets\n",
      "[2021-06-25 08:59:04] INFO     Loading parameters\n",
      "[2021-06-25 08:59:04] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:04] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:04] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:04] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:04] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:04] INFO     creating network constraints\n",
      "[2021-06-25 08:59:04] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:04] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:04] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:04] INFO     creating group constraints\n",
      "[2021-06-25 08:59:04] INFO     creating export constraints\n",
      "[2021-06-25 08:59:04] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:05] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:05] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:05] DEBUG    Changed value of parameter LogFile to /tmp/tmpmhmex9gc.log\n",
      "[2021-06-25 08:59:05] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:05] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:05] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:05] DEBUG    Optimize a model with 638 rows, 482 columns and 1312 nonzeros\n",
      "[2021-06-25 08:59:05] DEBUG    Model fingerprint: 0x0153e34a\n",
      "[2021-06-25 08:59:05] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:05] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:05] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:05] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:05] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-25 08:59:05] DEBUG    Presolve removed 590 rows and 344 columns\n",
      "[2021-06-25 08:59:05] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:05] DEBUG    Presolved: 48 rows, 138 columns, 228 nonzeros\n",
      "[2021-06-25 08:59:05] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:05] DEBUG    0    0.0000000e+00   1.287005e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:05] DEBUG    73    1.4136641e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:05] DEBUG    Solved in 73 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:05] DEBUG    Optimal objective  1.413664070e-03\n",
      "[2021-06-25 08:59:05] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:05] DEBUG    Prev: /tmp/tmpmhmex9gc.log  Default:\n",
      "[2021-06-25 08:59:05] INFO     Loading sets\n",
      "[2021-06-25 08:59:05] INFO     Loading parameters\n",
      "[2021-06-25 08:59:05] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:05] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:05] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:05] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:05] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:05] INFO     creating network constraints\n",
      "[2021-06-25 08:59:05] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:05] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:05] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:05] INFO     creating group constraints\n",
      "[2021-06-25 08:59:05] INFO     creating export constraints\n",
      "[2021-06-25 08:59:05] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:05] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:05] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:05] DEBUG    Changed value of parameter LogFile to /tmp/tmpdb907n5b.log\n",
      "[2021-06-25 08:59:05] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:05] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:05] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:05] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:05] DEBUG    Model fingerprint: 0x300c9ce4\n",
      "[2021-06-25 08:59:05] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:05] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:05] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:05] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:05] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-25 08:59:05] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:05] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:05] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:05] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:05] DEBUG    0    0.0000000e+00   1.731182e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:05] DEBUG    98    2.0694888e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:05] DEBUG    Solved in 98 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:05] DEBUG    Optimal objective  2.069488808e-03\n",
      "[2021-06-25 08:59:05] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:05] DEBUG    Prev: /tmp/tmpdb907n5b.log  Default:\n",
      "[2021-06-25 08:59:05] INFO     Loading sets\n",
      "[2021-06-25 08:59:05] INFO     Loading parameters\n",
      "[2021-06-25 08:59:05] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:05] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:05] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:06] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:06] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:06] INFO     creating network constraints\n",
      "[2021-06-25 08:59:06] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:06] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:06] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:06] INFO     creating group constraints\n",
      "[2021-06-25 08:59:06] INFO     creating export constraints\n",
      "[2021-06-25 08:59:06] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:06] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:06] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:06] DEBUG    Changed value of parameter LogFile to /tmp/tmp_579abc2.log\n",
      "[2021-06-25 08:59:06] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:06] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:06] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:06] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:06] DEBUG    Model fingerprint: 0x68f12460\n",
      "[2021-06-25 08:59:06] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:06] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:06] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:06] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:06] DEBUG    RHS range        [6e-06, 2e+02]\n",
      "[2021-06-25 08:59:06] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:06] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:06] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:06] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:06] DEBUG    0    0.0000000e+00   1.730531e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:06] DEBUG    87    2.2056736e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:06] DEBUG    Solved in 87 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:06] DEBUG    Optimal objective  2.205673620e-03\n",
      "[2021-06-25 08:59:06] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:06] DEBUG    Prev: /tmp/tmp_579abc2.log  Default:\n",
      "[2021-06-25 08:59:06] INFO     Loading sets\n",
      "[2021-06-25 08:59:06] INFO     Loading parameters\n",
      "[2021-06-25 08:59:06] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:06] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:06] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:06] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:06] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:06] INFO     creating network constraints\n",
      "[2021-06-25 08:59:06] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:06] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:06] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:06] INFO     creating group constraints\n",
      "[2021-06-25 08:59:06] INFO     creating export constraints\n",
      "[2021-06-25 08:59:06] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:06] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:06] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:06] DEBUG    Changed value of parameter LogFile to /tmp/tmp5izcjsrt.log\n",
      "[2021-06-25 08:59:06] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:06] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:06] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:06] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:06] DEBUG    Model fingerprint: 0x51dc18fe\n",
      "[2021-06-25 08:59:06] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:06] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:06] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:06] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:06] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-25 08:59:06] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:06] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:06] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:06] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:06] DEBUG    0    0.0000000e+00   1.731574e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:06] DEBUG    97    3.6196969e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:06] DEBUG    Solved in 97 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:06] DEBUG    Optimal objective  3.619696903e-03\n",
      "[2021-06-25 08:59:06] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:06] DEBUG    Prev: /tmp/tmp5izcjsrt.log  Default:\n",
      "[2021-06-25 08:59:06] INFO     Loading sets\n",
      "[2021-06-25 08:59:06] INFO     Loading parameters\n",
      "[2021-06-25 08:59:06] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:06] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:06] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:06] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:06] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:06] INFO     creating network constraints\n",
      "[2021-06-25 08:59:06] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:06] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:06] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:06] INFO     creating group constraints\n",
      "[2021-06-25 08:59:06] INFO     creating export constraints\n",
      "[2021-06-25 08:59:06] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:07] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:07] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:07] DEBUG    Changed value of parameter LogFile to /tmp/tmpo1dmkuw7.log\n",
      "[2021-06-25 08:59:07] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:07] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:07] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:07] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:07] DEBUG    Model fingerprint: 0xbcfca50c\n",
      "[2021-06-25 08:59:07] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:07] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:07] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:07] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:07] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-25 08:59:07] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:07] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:07] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:07] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:07] DEBUG    0    0.0000000e+00   1.728202e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:07] DEBUG    93    1.6731988e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:07] DEBUG    Solved in 93 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:07] DEBUG    Optimal objective  1.673198843e-03\n",
      "[2021-06-25 08:59:07] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:07] DEBUG    Prev: /tmp/tmpo1dmkuw7.log  Default:\n",
      "[2021-06-25 08:59:07] INFO     Loading sets\n",
      "[2021-06-25 08:59:07] INFO     Loading parameters\n",
      "[2021-06-25 08:59:07] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:07] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:07] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:07] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:07] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:07] INFO     creating network constraints\n",
      "[2021-06-25 08:59:07] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:07] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:07] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:07] INFO     creating group constraints\n",
      "[2021-06-25 08:59:07] INFO     creating export constraints\n",
      "[2021-06-25 08:59:07] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:07] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:07] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:07] DEBUG    Changed value of parameter LogFile to /tmp/tmpn6j9t70g.log\n",
      "[2021-06-25 08:59:07] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:07] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:07] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:07] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:07] DEBUG    Model fingerprint: 0x3ef406de\n",
      "[2021-06-25 08:59:07] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:07] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:07] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:07] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:07] DEBUG    RHS range        [5e-06, 2e+02]\n",
      "[2021-06-25 08:59:07] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:07] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:07] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:07] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:07] DEBUG    0    0.0000000e+00   1.729545e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:07] DEBUG    105    2.4240341e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:07] DEBUG    Solved in 105 iterations and 0.02 seconds\n",
      "[2021-06-25 08:59:07] DEBUG    Optimal objective  2.424034078e-03\n",
      "[2021-06-25 08:59:07] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:07] DEBUG    Prev: /tmp/tmpn6j9t70g.log  Default:\n",
      "[2021-06-25 08:59:07] INFO     Loading sets\n",
      "[2021-06-25 08:59:07] INFO     Loading parameters\n",
      "[2021-06-25 08:59:07] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:07] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:07] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:07] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:07] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:07] INFO     creating network constraints\n",
      "[2021-06-25 08:59:07] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:08] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:08] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:08] INFO     creating group constraints\n",
      "[2021-06-25 08:59:08] INFO     creating export constraints\n",
      "[2021-06-25 08:59:08] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:08] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:08] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:08] DEBUG    Changed value of parameter LogFile to /tmp/tmpoxnpn9yj.log\n",
      "[2021-06-25 08:59:08] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:08] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:08] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:08] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:08] DEBUG    Model fingerprint: 0x16ce51c3\n",
      "[2021-06-25 08:59:08] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:08] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:08] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:08] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:08] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-25 08:59:08] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:08] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:08] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:08] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:08] DEBUG    0    0.0000000e+00   1.729064e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:08] DEBUG    84    2.2903851e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:08] DEBUG    Solved in 84 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:08] DEBUG    Optimal objective  2.290385082e-03\n",
      "[2021-06-25 08:59:08] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:08] DEBUG    Prev: /tmp/tmpoxnpn9yj.log  Default:\n",
      "[2021-06-25 08:59:08] INFO     Loading sets\n",
      "[2021-06-25 08:59:08] INFO     Loading parameters\n",
      "[2021-06-25 08:59:08] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:08] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:08] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:08] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:08] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:08] INFO     creating network constraints\n",
      "[2021-06-25 08:59:08] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:08] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:08] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:08] INFO     creating group constraints\n",
      "[2021-06-25 08:59:08] INFO     creating export constraints\n",
      "[2021-06-25 08:59:08] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:08] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:08] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:08] DEBUG    Changed value of parameter LogFile to /tmp/tmpaqurbp43.log\n",
      "[2021-06-25 08:59:08] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:08] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:08] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:08] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:08] DEBUG    Model fingerprint: 0x9965fd4d\n",
      "[2021-06-25 08:59:08] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:08] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:08] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:08] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:08] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-25 08:59:08] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:08] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:08] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:08] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:08] DEBUG    0    0.0000000e+00   1.729399e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:08] DEBUG    97    2.5563140e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:08] DEBUG    Solved in 97 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:08] DEBUG    Optimal objective  2.556314021e-03\n",
      "[2021-06-25 08:59:08] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:08] DEBUG    Prev: /tmp/tmpaqurbp43.log  Default:\n",
      "[2021-06-25 08:59:08] INFO     Loading sets\n",
      "[2021-06-25 08:59:08] INFO     Loading parameters\n",
      "[2021-06-25 08:59:09] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:09] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:09] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:09] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:09] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:09] INFO     creating network constraints\n",
      "[2021-06-25 08:59:09] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:09] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:09] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:09] INFO     creating group constraints\n",
      "[2021-06-25 08:59:09] INFO     creating export constraints\n",
      "[2021-06-25 08:59:09] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:09] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:09] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:09] DEBUG    Changed value of parameter LogFile to /tmp/tmpes34k8c5.log\n",
      "[2021-06-25 08:59:09] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:09] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:09] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:09] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:09] DEBUG    Model fingerprint: 0x7556f580\n",
      "[2021-06-25 08:59:09] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:09] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:09] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:09] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:09] DEBUG    RHS range        [4e-06, 2e+02]\n",
      "[2021-06-25 08:59:09] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:09] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:09] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:09] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:09] DEBUG    0    0.0000000e+00   1.727735e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:09] DEBUG    93    1.9332066e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:09] DEBUG    Solved in 93 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:09] DEBUG    Optimal objective  1.933206557e-03\n",
      "[2021-06-25 08:59:09] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:09] DEBUG    Prev: /tmp/tmpes34k8c5.log  Default:\n",
      "[2021-06-25 08:59:09] INFO     Loading sets\n",
      "[2021-06-25 08:59:09] INFO     Loading parameters\n",
      "[2021-06-25 08:59:09] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:09] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:09] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:09] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:09] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:09] INFO     creating network constraints\n",
      "[2021-06-25 08:59:09] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:09] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:09] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:09] INFO     creating group constraints\n",
      "[2021-06-25 08:59:09] INFO     creating export constraints\n",
      "[2021-06-25 08:59:09] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:09] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:09] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:09] DEBUG    Changed value of parameter LogFile to /tmp/tmp0c740r5x.log\n",
      "[2021-06-25 08:59:09] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:09] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:09] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:09] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:09] DEBUG    Model fingerprint: 0x56c60fd5\n",
      "[2021-06-25 08:59:09] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:09] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:09] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:09] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:09] DEBUG    RHS range        [3e-06, 2e+02]\n",
      "[2021-06-25 08:59:09] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:09] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:09] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:09] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:09] DEBUG    0    0.0000000e+00   1.728604e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:09] DEBUG    85    1.9306577e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:09] DEBUG    Solved in 85 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:09] DEBUG    Optimal objective  1.930657668e-03\n",
      "[2021-06-25 08:59:09] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:09] DEBUG    Prev: /tmp/tmp0c740r5x.log  Default:\n",
      "[2021-06-25 08:59:09] INFO     Loading sets\n",
      "[2021-06-25 08:59:09] INFO     Loading parameters\n",
      "[2021-06-25 08:59:10] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:10] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:10] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:10] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:10] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:10] INFO     creating network constraints\n",
      "[2021-06-25 08:59:10] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:10] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:10] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:10] INFO     creating group constraints\n",
      "[2021-06-25 08:59:10] INFO     creating export constraints\n",
      "[2021-06-25 08:59:10] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:10] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:10] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:10] DEBUG    Changed value of parameter LogFile to /tmp/tmpbtuvcy6g.log\n",
      "[2021-06-25 08:59:10] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:10] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:10] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:10] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:10] DEBUG    Model fingerprint: 0xcd09fce2\n",
      "[2021-06-25 08:59:10] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:10] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:10] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:10] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:10] DEBUG    RHS range        [3e-06, 2e+02]\n",
      "[2021-06-25 08:59:10] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:10] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:10] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:10] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:10] DEBUG    0    0.0000000e+00   1.729983e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:10] DEBUG    96    3.4490858e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:10] DEBUG    Solved in 96 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:10] DEBUG    Optimal objective  3.449085761e-03\n",
      "[2021-06-25 08:59:10] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:10] DEBUG    Prev: /tmp/tmpbtuvcy6g.log  Default:\n",
      "[2021-06-25 08:59:10] INFO     Loading sets\n",
      "[2021-06-25 08:59:10] INFO     Loading parameters\n",
      "[2021-06-25 08:59:10] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:10] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:10] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:10] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:10] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:10] INFO     creating network constraints\n",
      "[2021-06-25 08:59:10] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:10] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:10] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:10] INFO     creating group constraints\n",
      "[2021-06-25 08:59:10] INFO     creating export constraints\n",
      "[2021-06-25 08:59:10] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:10] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:10] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:10] DEBUG    Changed value of parameter LogFile to /tmp/tmpr6kxc8sy.log\n",
      "[2021-06-25 08:59:10] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:10] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:10] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:10] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:10] DEBUG    Model fingerprint: 0x3376a7ce\n",
      "[2021-06-25 08:59:10] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:10] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:10] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:10] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:10] DEBUG    RHS range        [3e-06, 2e+02]\n",
      "[2021-06-25 08:59:10] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:10] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:10] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:10] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:10] DEBUG    0    0.0000000e+00   1.729952e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:10] DEBUG    81    3.6321013e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:10] DEBUG    Solved in 81 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:10] DEBUG    Optimal objective  3.632101274e-03\n",
      "[2021-06-25 08:59:10] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:10] DEBUG    Prev: /tmp/tmpr6kxc8sy.log  Default:\n",
      "[2021-06-25 08:59:10] INFO     Loading sets\n",
      "[2021-06-25 08:59:10] INFO     Loading parameters\n",
      "[2021-06-25 08:59:11] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:11] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:11] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:11] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:11] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:11] INFO     creating network constraints\n",
      "[2021-06-25 08:59:11] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:11] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:11] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:11] INFO     creating group constraints\n",
      "[2021-06-25 08:59:11] INFO     creating export constraints\n",
      "[2021-06-25 08:59:11] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:11] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:11] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:11] DEBUG    Changed value of parameter LogFile to /tmp/tmphxx20t1i.log\n",
      "[2021-06-25 08:59:11] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:11] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:11] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:11] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:11] DEBUG    Model fingerprint: 0xf9d27828\n",
      "[2021-06-25 08:59:11] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:11] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:11] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:11] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:11] DEBUG    RHS range        [3e-06, 2e+02]\n",
      "[2021-06-25 08:59:11] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:11] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:11] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:11] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:11] DEBUG    0    0.0000000e+00   1.728680e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:11] DEBUG    94    3.3759248e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:11] DEBUG    Solved in 94 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:11] DEBUG    Optimal objective  3.375924754e-03\n",
      "[2021-06-25 08:59:11] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:11] DEBUG    Prev: /tmp/tmphxx20t1i.log  Default:\n",
      "[2021-06-25 08:59:11] INFO     Loading sets\n",
      "[2021-06-25 08:59:11] INFO     Loading parameters\n",
      "[2021-06-25 08:59:11] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:11] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:11] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:11] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:11] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:11] INFO     creating network constraints\n",
      "[2021-06-25 08:59:11] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:11] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:11] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:11] INFO     creating group constraints\n",
      "[2021-06-25 08:59:11] INFO     creating export constraints\n",
      "[2021-06-25 08:59:11] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:11] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:11] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:11] DEBUG    Changed value of parameter LogFile to /tmp/tmphvayzz2f.log\n",
      "[2021-06-25 08:59:11] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:11] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:11] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:11] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:11] DEBUG    Model fingerprint: 0x27a5ca5e\n",
      "[2021-06-25 08:59:11] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:11] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:11] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:11] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:11] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:11] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:11] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:11] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:11] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:11] DEBUG    0    0.0000000e+00   1.728621e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:11] DEBUG    80    2.9137739e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:11] DEBUG    Solved in 80 iterations and 0.02 seconds\n",
      "[2021-06-25 08:59:11] DEBUG    Optimal objective  2.913773898e-03\n",
      "[2021-06-25 08:59:11] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:11] DEBUG    Prev: /tmp/tmphvayzz2f.log  Default:\n",
      "[2021-06-25 08:59:11] INFO     Loading sets\n",
      "[2021-06-25 08:59:11] INFO     Loading parameters\n",
      "[2021-06-25 08:59:11] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:11] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:11] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:12] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:12] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:12] INFO     creating network constraints\n",
      "[2021-06-25 08:59:12] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:12] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:12] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:12] INFO     creating group constraints\n",
      "[2021-06-25 08:59:12] INFO     creating export constraints\n",
      "[2021-06-25 08:59:12] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:13] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:13] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:13] DEBUG    Changed value of parameter LogFile to /tmp/tmpcv5fh94m.log\n",
      "[2021-06-25 08:59:13] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:13] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:13] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:13] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:13] DEBUG    Model fingerprint: 0x035598ea\n",
      "[2021-06-25 08:59:13] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:13] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:13] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:13] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:13] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:13] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:13] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:13] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:13] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:13] DEBUG    0    0.0000000e+00   1.727016e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:13] DEBUG    95    2.1295004e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:13] DEBUG    Solved in 95 iterations and 0.02 seconds\n",
      "[2021-06-25 08:59:13] DEBUG    Optimal objective  2.129500418e-03\n",
      "[2021-06-25 08:59:13] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:13] DEBUG    Prev: /tmp/tmpcv5fh94m.log  Default:\n",
      "[2021-06-25 08:59:14] INFO     Loading sets\n",
      "[2021-06-25 08:59:14] INFO     Loading parameters\n",
      "[2021-06-25 08:59:14] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:14] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:14] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:14] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:14] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:14] INFO     creating network constraints\n",
      "[2021-06-25 08:59:14] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:14] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:14] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:14] INFO     creating group constraints\n",
      "[2021-06-25 08:59:14] INFO     creating export constraints\n",
      "[2021-06-25 08:59:14] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:14] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:14] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:14] DEBUG    Changed value of parameter LogFile to /tmp/tmpr51_exze.log\n",
      "[2021-06-25 08:59:14] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:14] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:14] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:14] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:14] DEBUG    Model fingerprint: 0x8fc90fa2\n",
      "[2021-06-25 08:59:14] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:14] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:14] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:14] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:14] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:14] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:14] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:14] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:14] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:14] DEBUG    0    0.0000000e+00   1.728026e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:14] DEBUG    79    2.3695520e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:14] DEBUG    Solved in 79 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:14] DEBUG    Optimal objective  2.369552021e-03\n",
      "[2021-06-25 08:59:14] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:14] DEBUG    Prev: /tmp/tmpr51_exze.log  Default:\n",
      "[2021-06-25 08:59:14] INFO     Loading sets\n",
      "[2021-06-25 08:59:14] INFO     Loading parameters\n",
      "[2021-06-25 08:59:14] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:14] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:14] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:14] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:14] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:14] INFO     creating network constraints\n",
      "[2021-06-25 08:59:14] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:14] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:14] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:14] INFO     creating group constraints\n",
      "[2021-06-25 08:59:14] INFO     creating export constraints\n",
      "[2021-06-25 08:59:14] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:14] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:14] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:14] DEBUG    Changed value of parameter LogFile to /tmp/tmp683r5raz.log\n",
      "[2021-06-25 08:59:14] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:14] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:14] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:14] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:14] DEBUG    Model fingerprint: 0x2a0c3882\n",
      "[2021-06-25 08:59:14] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:14] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:14] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:14] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:14] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:14] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:14] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:14] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:14] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:14] DEBUG    0    0.0000000e+00   1.727532e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:14] DEBUG    81    2.5219255e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:14] DEBUG    Solved in 81 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:14] DEBUG    Optimal objective  2.521925462e-03\n",
      "[2021-06-25 08:59:14] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:14] DEBUG    Prev: /tmp/tmp683r5raz.log  Default:\n",
      "[2021-06-25 08:59:15] INFO     Loading sets\n",
      "[2021-06-25 08:59:15] INFO     Loading parameters\n",
      "[2021-06-25 08:59:15] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:15] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:15] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:15] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:15] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:15] INFO     creating network constraints\n",
      "[2021-06-25 08:59:15] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:15] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:15] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:15] INFO     creating group constraints\n",
      "[2021-06-25 08:59:15] INFO     creating export constraints\n",
      "[2021-06-25 08:59:15] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:15] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:15] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:15] DEBUG    Changed value of parameter LogFile to /tmp/tmps9udv95u.log\n",
      "[2021-06-25 08:59:15] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:15] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:15] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:15] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:15] DEBUG    Model fingerprint: 0x5afbf991\n",
      "[2021-06-25 08:59:15] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:15] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:15] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:15] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:15] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:15] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:15] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:15] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:15] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:15] DEBUG    0    0.0000000e+00   1.726131e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:15] DEBUG    92    1.8614998e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:15] DEBUG    Solved in 92 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:15] DEBUG    Optimal objective  1.861499788e-03\n",
      "[2021-06-25 08:59:15] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:15] DEBUG    Prev: /tmp/tmps9udv95u.log  Default:\n",
      "[2021-06-25 08:59:15] INFO     Loading sets\n",
      "[2021-06-25 08:59:15] INFO     Loading parameters\n",
      "[2021-06-25 08:59:15] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:15] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:15] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:15] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:15] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:15] INFO     creating network constraints\n",
      "[2021-06-25 08:59:15] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:15] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:15] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:15] INFO     creating group constraints\n",
      "[2021-06-25 08:59:15] INFO     creating export constraints\n",
      "[2021-06-25 08:59:15] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:15] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:15] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:15] DEBUG    Changed value of parameter LogFile to /tmp/tmpjefc71l8.log\n",
      "[2021-06-25 08:59:15] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:15] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:15] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:15] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:15] DEBUG    Model fingerprint: 0x5a2e2087\n",
      "[2021-06-25 08:59:15] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:15] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:15] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:15] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:15] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:15] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:15] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:15] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:15] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:15] DEBUG    0    0.0000000e+00   1.726246e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:15] DEBUG    86    1.6054791e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:15] DEBUG    Solved in 86 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:15] DEBUG    Optimal objective  1.605479144e-03\n",
      "[2021-06-25 08:59:15] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:15] DEBUG    Prev: /tmp/tmpjefc71l8.log  Default:\n",
      "[2021-06-25 08:59:16] INFO     Loading sets\n",
      "[2021-06-25 08:59:16] INFO     Loading parameters\n",
      "[2021-06-25 08:59:16] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:16] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:16] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:16] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:16] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:16] INFO     creating network constraints\n",
      "[2021-06-25 08:59:16] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:16] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:16] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:16] INFO     creating group constraints\n",
      "[2021-06-25 08:59:16] INFO     creating export constraints\n",
      "[2021-06-25 08:59:16] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:16] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:16] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:16] DEBUG    Changed value of parameter LogFile to /tmp/tmp529spcxi.log\n",
      "[2021-06-25 08:59:16] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:16] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:16] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:16] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:16] DEBUG    Model fingerprint: 0x62366da0\n",
      "[2021-06-25 08:59:16] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:16] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:16] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:16] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:16] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:16] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:16] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:16] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:16] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:16] DEBUG    0    0.0000000e+00   1.726020e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:16] DEBUG    90    1.5908290e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:16] DEBUG    Solved in 90 iterations and 0.02 seconds\n",
      "[2021-06-25 08:59:16] DEBUG    Optimal objective  1.590828989e-03\n",
      "[2021-06-25 08:59:16] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:16] DEBUG    Prev: /tmp/tmp529spcxi.log  Default:\n",
      "[2021-06-25 08:59:16] INFO     Loading sets\n",
      "[2021-06-25 08:59:16] INFO     Loading parameters\n",
      "[2021-06-25 08:59:16] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:16] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:16] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:16] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:16] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:16] INFO     creating network constraints\n",
      "[2021-06-25 08:59:16] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:16] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:16] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:16] INFO     creating group constraints\n",
      "[2021-06-25 08:59:16] INFO     creating export constraints\n",
      "[2021-06-25 08:59:16] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:16] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:17] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:17] DEBUG    Changed value of parameter LogFile to /tmp/tmp3xrugczy.log\n",
      "[2021-06-25 08:59:17] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:17] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:17] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:17] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:17] DEBUG    Model fingerprint: 0xad45c707\n",
      "[2021-06-25 08:59:17] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:17] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:17] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:17] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:17] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:17] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:17] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:17] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:17] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:17] DEBUG    0    0.0000000e+00   1.726434e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:17] DEBUG    84    1.5916051e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:17] DEBUG    Solved in 84 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:17] DEBUG    Optimal objective  1.591605071e-03\n",
      "[2021-06-25 08:59:17] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:17] DEBUG    Prev: /tmp/tmp3xrugczy.log  Default:\n",
      "[2021-06-25 08:59:17] INFO     Loading sets\n",
      "[2021-06-25 08:59:17] INFO     Loading parameters\n",
      "[2021-06-25 08:59:17] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:17] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:17] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:17] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:17] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:17] INFO     creating network constraints\n",
      "[2021-06-25 08:59:17] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:17] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:17] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:17] INFO     creating group constraints\n",
      "[2021-06-25 08:59:17] INFO     creating export constraints\n",
      "[2021-06-25 08:59:17] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:17] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:17] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:17] DEBUG    Changed value of parameter LogFile to /tmp/tmpzwgrb_s_.log\n",
      "[2021-06-25 08:59:17] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:17] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:17] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:17] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:17] DEBUG    Model fingerprint: 0x83443909\n",
      "[2021-06-25 08:59:17] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:17] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:17] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:17] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:17] DEBUG    RHS range        [1e-06, 2e+02]\n",
      "[2021-06-25 08:59:17] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:17] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:17] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:17] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:17] DEBUG    0    0.0000000e+00   1.725859e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:17] DEBUG    91    1.5888696e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:17] DEBUG    Solved in 91 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:17] DEBUG    Optimal objective  1.588869587e-03\n",
      "[2021-06-25 08:59:17] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:17] DEBUG    Prev: /tmp/tmpzwgrb_s_.log  Default:\n",
      "[2021-06-25 08:59:17] INFO     Loading sets\n",
      "[2021-06-25 08:59:17] INFO     Loading parameters\n",
      "[2021-06-25 08:59:17] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:17] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:17] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:17] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:17] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:17] INFO     creating network constraints\n",
      "[2021-06-25 08:59:17] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:17] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:17] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:17] INFO     creating group constraints\n",
      "[2021-06-25 08:59:17] INFO     creating export constraints\n",
      "[2021-06-25 08:59:17] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:17] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:17] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:17] DEBUG    Changed value of parameter LogFile to /tmp/tmpuq_uyra8.log\n",
      "[2021-06-25 08:59:17] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:17] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:17] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:17] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:17] DEBUG    Model fingerprint: 0x4bef0ba1\n",
      "[2021-06-25 08:59:17] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:17] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:17] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:17] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:17] DEBUG    RHS range        [1e-06, 2e+02]\n",
      "[2021-06-25 08:59:17] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:17] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:17] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:17] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:17] DEBUG    0    0.0000000e+00   1.725989e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:17] DEBUG    81    1.5606867e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:17] DEBUG    Solved in 81 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:17] DEBUG    Optimal objective  1.560686749e-03\n",
      "[2021-06-25 08:59:17] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:17] DEBUG    Prev: /tmp/tmpuq_uyra8.log  Default:\n",
      "[2021-06-25 08:59:18] INFO     Loading sets\n",
      "[2021-06-25 08:59:18] INFO     Loading parameters\n",
      "[2021-06-25 08:59:18] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:18] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:18] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:18] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:18] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:18] INFO     creating network constraints\n",
      "[2021-06-25 08:59:18] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:18] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:18] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:18] INFO     creating group constraints\n",
      "[2021-06-25 08:59:18] INFO     creating export constraints\n",
      "[2021-06-25 08:59:18] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:18] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:18] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:18] DEBUG    Changed value of parameter LogFile to /tmp/tmpl94r44uk.log\n",
      "[2021-06-25 08:59:18] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:18] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:18] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:18] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:18] DEBUG    Model fingerprint: 0x1463e59c\n",
      "[2021-06-25 08:59:18] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:18] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:18] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:18] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:18] DEBUG    RHS range        [1e-06, 2e+02]\n",
      "[2021-06-25 08:59:18] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:18] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:18] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:18] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:18] DEBUG    0    0.0000000e+00   1.726042e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:18] DEBUG    84    1.5489322e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:18] DEBUG    Solved in 84 iterations and 0.02 seconds\n",
      "[2021-06-25 08:59:18] DEBUG    Optimal objective  1.548932248e-03\n",
      "[2021-06-25 08:59:18] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:18] DEBUG    Prev: /tmp/tmpl94r44uk.log  Default:\n",
      "[2021-06-25 08:59:18] INFO     Loading sets\n",
      "[2021-06-25 08:59:18] INFO     Loading parameters\n",
      "[2021-06-25 08:59:18] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:18] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:18] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:18] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:18] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:18] INFO     creating network constraints\n",
      "[2021-06-25 08:59:18] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:18] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:18] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:18] INFO     creating group constraints\n",
      "[2021-06-25 08:59:18] INFO     creating export constraints\n",
      "[2021-06-25 08:59:18] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:18] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:18] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:18] DEBUG    Changed value of parameter LogFile to /tmp/tmplqwdvfg0.log\n",
      "[2021-06-25 08:59:18] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:18] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:18] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:18] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:18] DEBUG    Model fingerprint: 0xe457b283\n",
      "[2021-06-25 08:59:18] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:18] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:18] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:18] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:18] DEBUG    RHS range        [1e-06, 2e+02]\n",
      "[2021-06-25 08:59:18] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:18] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:18] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:18] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:18] DEBUG    0    0.0000000e+00   1.725989e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:18] DEBUG    82    1.5271445e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:18] DEBUG    Solved in 82 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:18] DEBUG    Optimal objective  1.527144469e-03\n",
      "[2021-06-25 08:59:18] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:18] DEBUG    Prev: /tmp/tmplqwdvfg0.log  Default:\n",
      "[2021-06-25 08:59:19] INFO     Loading sets\n",
      "[2021-06-25 08:59:19] INFO     Loading parameters\n",
      "[2021-06-25 08:59:19] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:19] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:19] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:19] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:19] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:19] INFO     creating network constraints\n",
      "[2021-06-25 08:59:19] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:19] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:19] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:19] INFO     creating group constraints\n",
      "[2021-06-25 08:59:19] INFO     creating export constraints\n",
      "[2021-06-25 08:59:19] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:19] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:19] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:19] DEBUG    Changed value of parameter LogFile to /tmp/tmpq971ecpy.log\n",
      "[2021-06-25 08:59:19] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:19] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:19] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:19] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:19] DEBUG    Model fingerprint: 0x0ccaeccc\n",
      "[2021-06-25 08:59:19] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:19] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:19] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:19] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:19] DEBUG    RHS range        [1e-06, 2e+02]\n",
      "[2021-06-25 08:59:19] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:19] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:19] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:19] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:19] DEBUG    0    0.0000000e+00   1.725952e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:19] DEBUG    85    1.5242718e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:19] DEBUG    Solved in 85 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:19] DEBUG    Optimal objective  1.524271799e-03\n",
      "[2021-06-25 08:59:19] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:19] DEBUG    Prev: /tmp/tmpq971ecpy.log  Default:\n",
      "[2021-06-25 08:59:19] INFO     Loading sets\n",
      "[2021-06-25 08:59:19] INFO     Loading parameters\n",
      "[2021-06-25 08:59:19] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:19] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:19] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:19] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:19] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:19] INFO     creating network constraints\n",
      "[2021-06-25 08:59:19] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:19] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:19] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:19] INFO     creating group constraints\n",
      "[2021-06-25 08:59:19] INFO     creating export constraints\n",
      "[2021-06-25 08:59:19] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:19] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:19] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:19] DEBUG    Changed value of parameter LogFile to /tmp/tmpm36re88c.log\n",
      "[2021-06-25 08:59:19] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:19] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:19] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:19] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:19] DEBUG    Model fingerprint: 0xd5a94419\n",
      "[2021-06-25 08:59:19] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:19] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:19] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:19] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:19] DEBUG    RHS range        [1e-06, 2e+02]\n",
      "[2021-06-25 08:59:19] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:19] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:19] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:19] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:19] DEBUG    0    0.0000000e+00   1.726008e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:19] DEBUG    93    1.5400551e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:19] DEBUG    Solved in 93 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:19] DEBUG    Optimal objective  1.540055052e-03\n",
      "[2021-06-25 08:59:19] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:19] DEBUG    Prev: /tmp/tmpm36re88c.log  Default:\n",
      "[2021-06-25 08:59:19] INFO     Loading sets\n",
      "[2021-06-25 08:59:20] INFO     Loading parameters\n",
      "[2021-06-25 08:59:20] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:20] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:20] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:20] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:20] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:20] INFO     creating network constraints\n",
      "[2021-06-25 08:59:20] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:20] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:20] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:20] INFO     creating group constraints\n",
      "[2021-06-25 08:59:20] INFO     creating export constraints\n",
      "[2021-06-25 08:59:20] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:20] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:20] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:20] DEBUG    Changed value of parameter LogFile to /tmp/tmpopste1ao.log\n",
      "[2021-06-25 08:59:20] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:20] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:20] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:20] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:20] DEBUG    Model fingerprint: 0xf84a9f88\n",
      "[2021-06-25 08:59:20] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:20] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:20] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:20] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:20] DEBUG    RHS range        [1e-06, 2e+02]\n",
      "[2021-06-25 08:59:20] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:20] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:20] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:20] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:20] DEBUG    0    0.0000000e+00   1.726483e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:20] DEBUG    80    1.5713870e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:20] DEBUG    Solved in 80 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:20] DEBUG    Optimal objective  1.571387020e-03\n",
      "[2021-06-25 08:59:20] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:20] DEBUG    Prev: /tmp/tmpopste1ao.log  Default:\n",
      "[2021-06-25 08:59:20] INFO     Loading sets\n",
      "[2021-06-25 08:59:20] INFO     Loading parameters\n",
      "[2021-06-25 08:59:20] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:20] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:20] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:20] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:20] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:20] INFO     creating network constraints\n",
      "[2021-06-25 08:59:20] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:20] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:20] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:20] INFO     creating group constraints\n",
      "[2021-06-25 08:59:20] INFO     creating export constraints\n",
      "[2021-06-25 08:59:20] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:20] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:20] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:20] DEBUG    Changed value of parameter LogFile to /tmp/tmpijmbo0ul.log\n",
      "[2021-06-25 08:59:20] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:20] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:20] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:20] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:20] DEBUG    Model fingerprint: 0xcfa87f1b\n",
      "[2021-06-25 08:59:20] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:20] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:20] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:20] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:20] DEBUG    RHS range        [1e-06, 2e+02]\n",
      "[2021-06-25 08:59:20] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:20] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:20] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:20] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:20] DEBUG    0    0.0000000e+00   1.726621e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:20] DEBUG    101    1.5565315e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:20] DEBUG    Solved in 101 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:20] DEBUG    Optimal objective  1.556531473e-03\n",
      "[2021-06-25 08:59:20] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:20] DEBUG    Prev: /tmp/tmpijmbo0ul.log  Default:\n",
      "[2021-06-25 08:59:20] INFO     Loading sets\n",
      "[2021-06-25 08:59:21] INFO     Loading parameters\n",
      "[2021-06-25 08:59:21] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:21] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:21] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:21] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:21] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:21] INFO     creating network constraints\n",
      "[2021-06-25 08:59:21] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:21] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:21] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:21] INFO     creating group constraints\n",
      "[2021-06-25 08:59:21] INFO     creating export constraints\n",
      "[2021-06-25 08:59:21] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:21] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:21] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:21] DEBUG    Changed value of parameter LogFile to /tmp/tmpf4mv7pw9.log\n",
      "[2021-06-25 08:59:21] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:21] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:21] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:21] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:21] DEBUG    Model fingerprint: 0x90d44ef2\n",
      "[2021-06-25 08:59:21] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:21] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:21] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:21] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:21] DEBUG    RHS range        [1e-06, 2e+02]\n",
      "[2021-06-25 08:59:21] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:21] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:21] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:21] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:21] DEBUG    0    0.0000000e+00   1.727974e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:21] DEBUG    102    2.1143110e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:21] DEBUG    Solved in 102 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:21] DEBUG    Optimal objective  2.114310980e-03\n",
      "[2021-06-25 08:59:21] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:21] DEBUG    Prev: /tmp/tmpf4mv7pw9.log  Default:\n",
      "[2021-06-25 08:59:21] INFO     Loading sets\n",
      "[2021-06-25 08:59:21] INFO     Loading parameters\n",
      "[2021-06-25 08:59:21] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:21] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:21] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:21] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:21] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:21] INFO     creating network constraints\n",
      "[2021-06-25 08:59:21] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:21] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:21] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:21] INFO     creating group constraints\n",
      "[2021-06-25 08:59:21] INFO     creating export constraints\n",
      "[2021-06-25 08:59:21] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:21] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:21] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:21] DEBUG    Changed value of parameter LogFile to /tmp/tmp17grl_m6.log\n",
      "[2021-06-25 08:59:21] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:21] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:21] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:21] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:21] DEBUG    Model fingerprint: 0x8e04fe48\n",
      "[2021-06-25 08:59:21] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:21] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:21] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:21] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:21] DEBUG    RHS range        [1e-06, 2e+02]\n",
      "[2021-06-25 08:59:21] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:21] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:21] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:21] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:21] DEBUG    0    0.0000000e+00   1.727138e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:21] DEBUG    95    1.6359869e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:21] DEBUG    Solved in 95 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:21] DEBUG    Optimal objective  1.635986866e-03\n",
      "[2021-06-25 08:59:21] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:21] DEBUG    Prev: /tmp/tmp17grl_m6.log  Default:\n",
      "[2021-06-25 08:59:22] INFO     Loading sets\n",
      "[2021-06-25 08:59:22] INFO     Loading parameters\n",
      "[2021-06-25 08:59:22] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:22] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:22] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:22] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:22] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:22] INFO     creating network constraints\n",
      "[2021-06-25 08:59:22] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:22] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:22] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:22] INFO     creating group constraints\n",
      "[2021-06-25 08:59:22] INFO     creating export constraints\n",
      "[2021-06-25 08:59:22] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:22] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:22] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:22] DEBUG    Changed value of parameter LogFile to /tmp/tmp3bb2_gfp.log\n",
      "[2021-06-25 08:59:22] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:22] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:22] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:22] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:22] DEBUG    Model fingerprint: 0xefb34e0c\n",
      "[2021-06-25 08:59:22] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:22] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:22] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:22] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:22] DEBUG    RHS range        [1e-06, 2e+02]\n",
      "[2021-06-25 08:59:22] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:22] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:22] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:22] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:22] DEBUG    0    0.0000000e+00   1.727019e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:22] DEBUG    87    1.5243694e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:22] DEBUG    Solved in 87 iterations and 0.02 seconds\n",
      "[2021-06-25 08:59:22] DEBUG    Optimal objective  1.524369426e-03\n",
      "[2021-06-25 08:59:22] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:22] DEBUG    Prev: /tmp/tmp3bb2_gfp.log  Default:\n",
      "[2021-06-25 08:59:22] INFO     Loading sets\n",
      "[2021-06-25 08:59:22] INFO     Loading parameters\n",
      "[2021-06-25 08:59:22] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:22] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:22] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:22] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:22] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:22] INFO     creating network constraints\n",
      "[2021-06-25 08:59:22] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:22] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:22] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:22] INFO     creating group constraints\n",
      "[2021-06-25 08:59:22] INFO     creating export constraints\n",
      "[2021-06-25 08:59:22] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:22] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:22] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:22] DEBUG    Changed value of parameter LogFile to /tmp/tmp9vrr0txy.log\n",
      "[2021-06-25 08:59:22] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:22] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:22] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:22] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:22] DEBUG    Model fingerprint: 0x4f50b713\n",
      "[2021-06-25 08:59:22] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:22] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:22] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:22] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:22] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:22] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:22] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:22] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:22] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:22] DEBUG    0    0.0000000e+00   1.728159e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:22] DEBUG    80    1.6895635e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:22] DEBUG    Solved in 80 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:22] DEBUG    Optimal objective  1.689563500e-03\n",
      "[2021-06-25 08:59:22] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:22] DEBUG    Prev: /tmp/tmp9vrr0txy.log  Default:\n",
      "[2021-06-25 08:59:23] INFO     Loading sets\n",
      "[2021-06-25 08:59:23] INFO     Loading parameters\n",
      "[2021-06-25 08:59:23] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:23] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:23] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:23] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:23] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:23] INFO     creating network constraints\n",
      "[2021-06-25 08:59:23] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:23] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:23] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:23] INFO     creating group constraints\n",
      "[2021-06-25 08:59:23] INFO     creating export constraints\n",
      "[2021-06-25 08:59:23] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:23] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:23] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:23] DEBUG    Changed value of parameter LogFile to /tmp/tmp8sh3ihrv.log\n",
      "[2021-06-25 08:59:23] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:23] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:23] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:23] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:23] DEBUG    Model fingerprint: 0x6baac4a1\n",
      "[2021-06-25 08:59:23] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:23] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:23] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:23] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:23] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:23] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:23] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:23] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:23] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:23] DEBUG    0    0.0000000e+00   1.728271e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:23] DEBUG    92    1.6337528e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:23] DEBUG    Solved in 92 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:23] DEBUG    Optimal objective  1.633752810e-03\n",
      "[2021-06-25 08:59:23] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:23] DEBUG    Prev: /tmp/tmp8sh3ihrv.log  Default:\n",
      "[2021-06-25 08:59:23] INFO     Loading sets\n",
      "[2021-06-25 08:59:23] INFO     Loading parameters\n",
      "[2021-06-25 08:59:23] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:23] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:23] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:23] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:23] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:23] INFO     creating network constraints\n",
      "[2021-06-25 08:59:23] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:23] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:23] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:23] INFO     creating group constraints\n",
      "[2021-06-25 08:59:23] INFO     creating export constraints\n",
      "[2021-06-25 08:59:23] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:23] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:23] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:23] DEBUG    Changed value of parameter LogFile to /tmp/tmpaceusw34.log\n",
      "[2021-06-25 08:59:23] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:23] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:23] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:23] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:23] DEBUG    Model fingerprint: 0x2648708e\n",
      "[2021-06-25 08:59:23] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:23] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:23] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:23] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:23] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:23] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:23] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:23] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:23] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:23] DEBUG    0    0.0000000e+00   1.728365e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:23] DEBUG    87    2.1679791e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:23] DEBUG    Solved in 87 iterations and 0.02 seconds\n",
      "[2021-06-25 08:59:23] DEBUG    Optimal objective  2.167979125e-03\n",
      "[2021-06-25 08:59:23] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:23] DEBUG    Prev: /tmp/tmpaceusw34.log  Default:\n",
      "[2021-06-25 08:59:24] INFO     Loading sets\n",
      "[2021-06-25 08:59:24] INFO     Loading parameters\n",
      "[2021-06-25 08:59:24] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:24] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:24] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:24] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:24] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:24] INFO     creating network constraints\n",
      "[2021-06-25 08:59:24] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:24] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:24] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:24] INFO     creating group constraints\n",
      "[2021-06-25 08:59:24] INFO     creating export constraints\n",
      "[2021-06-25 08:59:24] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:24] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:24] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:24] DEBUG    Changed value of parameter LogFile to /tmp/tmpqwfudust.log\n",
      "[2021-06-25 08:59:24] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:24] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:24] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:24] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:24] DEBUG    Model fingerprint: 0x0c3e19a0\n",
      "[2021-06-25 08:59:24] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:24] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:24] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:24] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:24] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:24] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:24] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:24] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:24] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:24] DEBUG    0    0.0000000e+00   1.728664e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:24] DEBUG    79    3.1045008e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:24] DEBUG    Solved in 79 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:24] DEBUG    Optimal objective  3.104500845e-03\n",
      "[2021-06-25 08:59:24] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:24] DEBUG    Prev: /tmp/tmpqwfudust.log  Default:\n",
      "[2021-06-25 08:59:24] INFO     Loading sets\n",
      "[2021-06-25 08:59:24] INFO     Loading parameters\n",
      "[2021-06-25 08:59:24] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:24] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:24] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:24] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:24] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:24] INFO     creating network constraints\n",
      "[2021-06-25 08:59:24] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:24] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:24] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:24] INFO     creating group constraints\n",
      "[2021-06-25 08:59:24] INFO     creating export constraints\n",
      "[2021-06-25 08:59:24] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:24] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:24] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:24] DEBUG    Changed value of parameter LogFile to /tmp/tmpxmxnu9sr.log\n",
      "[2021-06-25 08:59:24] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:24] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:25] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:25] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:25] DEBUG    Model fingerprint: 0xc7742dd5\n",
      "[2021-06-25 08:59:25] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:25] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:25] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:25] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:25] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:25] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:25] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:25] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:25] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:25] DEBUG    0    0.0000000e+00   1.729081e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:25] DEBUG    78    2.9724079e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:25] DEBUG    Solved in 78 iterations and 0.02 seconds\n",
      "[2021-06-25 08:59:25] DEBUG    Optimal objective  2.972407929e-03\n",
      "[2021-06-25 08:59:25] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:25] DEBUG    Prev: /tmp/tmpxmxnu9sr.log  Default:\n",
      "[2021-06-25 08:59:25] INFO     Loading sets\n",
      "[2021-06-25 08:59:25] INFO     Loading parameters\n",
      "[2021-06-25 08:59:25] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:25] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:25] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:25] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:25] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:25] INFO     creating network constraints\n",
      "[2021-06-25 08:59:25] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:25] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:25] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:25] INFO     creating group constraints\n",
      "[2021-06-25 08:59:25] INFO     creating export constraints\n",
      "[2021-06-25 08:59:25] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:25] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:25] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:25] DEBUG    Changed value of parameter LogFile to /tmp/tmp_ynyl5_p.log\n",
      "[2021-06-25 08:59:25] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:25] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:25] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:25] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:25] DEBUG    Model fingerprint: 0xbd5dabc0\n",
      "[2021-06-25 08:59:25] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:25] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:25] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:25] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:25] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:25] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:25] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:25] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:25] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:25] DEBUG    0    0.0000000e+00   1.729084e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:25] DEBUG    87    3.4945923e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:25] DEBUG    Solved in 87 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:25] DEBUG    Optimal objective  3.494592330e-03\n",
      "[2021-06-25 08:59:25] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:25] DEBUG    Prev: /tmp/tmp_ynyl5_p.log  Default:\n",
      "[2021-06-25 08:59:25] INFO     Loading sets\n",
      "[2021-06-25 08:59:25] INFO     Loading parameters\n",
      "[2021-06-25 08:59:25] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:25] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:25] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:25] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:25] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:25] INFO     creating network constraints\n",
      "[2021-06-25 08:59:25] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:25] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:25] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:25] INFO     creating group constraints\n",
      "[2021-06-25 08:59:25] INFO     creating export constraints\n",
      "[2021-06-25 08:59:25] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:26] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:26] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:26] DEBUG    Changed value of parameter LogFile to /tmp/tmpnxba1s42.log\n",
      "[2021-06-25 08:59:26] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:26] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:26] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:26] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:26] DEBUG    Model fingerprint: 0xc5db32e7\n",
      "[2021-06-25 08:59:26] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:26] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:26] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:26] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:26] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:26] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:26] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:26] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:26] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:26] DEBUG    0    0.0000000e+00   1.727929e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:26] DEBUG    89    2.2841808e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:26] DEBUG    Solved in 89 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:26] DEBUG    Optimal objective  2.284180754e-03\n",
      "[2021-06-25 08:59:26] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:26] DEBUG    Prev: /tmp/tmpnxba1s42.log  Default:\n",
      "[2021-06-25 08:59:26] INFO     Loading sets\n",
      "[2021-06-25 08:59:26] INFO     Loading parameters\n",
      "[2021-06-25 08:59:26] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:26] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:26] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:26] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:26] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:26] INFO     creating network constraints\n",
      "[2021-06-25 08:59:26] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:26] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:26] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:26] INFO     creating group constraints\n",
      "[2021-06-25 08:59:26] INFO     creating export constraints\n",
      "[2021-06-25 08:59:26] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:26] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:26] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:26] DEBUG    Changed value of parameter LogFile to /tmp/tmpvrk7py1q.log\n",
      "[2021-06-25 08:59:26] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:26] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:26] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:26] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:26] DEBUG    Model fingerprint: 0x3c9b8032\n",
      "[2021-06-25 08:59:26] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:26] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:26] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:26] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:26] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:26] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:26] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:26] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:26] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:26] DEBUG    0    0.0000000e+00   1.729332e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:26] DEBUG    94    3.7389049e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:26] DEBUG    Solved in 94 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:26] DEBUG    Optimal objective  3.738904888e-03\n",
      "[2021-06-25 08:59:26] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:26] DEBUG    Prev: /tmp/tmpvrk7py1q.log  Default:\n",
      "[2021-06-25 08:59:26] INFO     Loading sets\n",
      "[2021-06-25 08:59:26] INFO     Loading parameters\n",
      "[2021-06-25 08:59:26] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:26] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:26] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:26] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:26] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:26] INFO     creating network constraints\n",
      "[2021-06-25 08:59:26] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:26] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:26] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:26] INFO     creating group constraints\n",
      "[2021-06-25 08:59:26] INFO     creating export constraints\n",
      "[2021-06-25 08:59:26] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:26] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:26] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:26] DEBUG    Changed value of parameter LogFile to /tmp/tmp08dx34tc.log\n",
      "[2021-06-25 08:59:26] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:26] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:26] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:26] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:26] DEBUG    Model fingerprint: 0x958ee3c0\n",
      "[2021-06-25 08:59:26] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:26] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:27] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:27] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:27] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:27] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:27] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:27] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:27] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:27] DEBUG    0    0.0000000e+00   1.729916e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:27] DEBUG    77    4.1442624e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:27] DEBUG    Solved in 77 iterations and 0.02 seconds\n",
      "[2021-06-25 08:59:27] DEBUG    Optimal objective  4.144262426e-03\n",
      "[2021-06-25 08:59:27] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:27] DEBUG    Prev: /tmp/tmp08dx34tc.log  Default:\n",
      "[2021-06-25 08:59:27] INFO     Loading sets\n",
      "[2021-06-25 08:59:27] INFO     Loading parameters\n",
      "[2021-06-25 08:59:27] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:27] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:27] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:27] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:27] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:27] INFO     creating network constraints\n",
      "[2021-06-25 08:59:27] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:27] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:27] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:27] INFO     creating group constraints\n",
      "[2021-06-25 08:59:27] INFO     creating export constraints\n",
      "[2021-06-25 08:59:27] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:27] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:27] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:27] DEBUG    Changed value of parameter LogFile to /tmp/tmppftri018.log\n",
      "[2021-06-25 08:59:27] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:27] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:27] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:27] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:27] DEBUG    Model fingerprint: 0x7ed7377b\n",
      "[2021-06-25 08:59:27] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:27] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:27] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:27] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:27] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:27] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:27] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:27] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:27] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:27] DEBUG    0    0.0000000e+00   1.730100e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:27] DEBUG    86    4.4871209e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:27] DEBUG    Solved in 86 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:27] DEBUG    Optimal objective  4.487120925e-03\n",
      "[2021-06-25 08:59:27] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:27] DEBUG    Prev: /tmp/tmppftri018.log  Default:\n",
      "[2021-06-25 08:59:27] INFO     Loading sets\n",
      "[2021-06-25 08:59:27] INFO     Loading parameters\n",
      "[2021-06-25 08:59:27] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:27] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:27] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:27] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:27] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:27] INFO     creating network constraints\n",
      "[2021-06-25 08:59:27] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:27] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:27] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:27] INFO     creating group constraints\n",
      "[2021-06-25 08:59:27] INFO     creating export constraints\n",
      "[2021-06-25 08:59:27] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:27] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:27] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:27] DEBUG    Changed value of parameter LogFile to /tmp/tmpjn2psegf.log\n",
      "[2021-06-25 08:59:27] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:27] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:27] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:27] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:27] DEBUG    Model fingerprint: 0x53fb6445\n",
      "[2021-06-25 08:59:27] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:27] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:27] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:27] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:27] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:27] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:27] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:27] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:27] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:27] DEBUG    0    0.0000000e+00   1.731358e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:27] DEBUG    80    5.7169260e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:27] DEBUG    Solved in 80 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:27] DEBUG    Optimal objective  5.716926004e-03\n",
      "[2021-06-25 08:59:27] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:27] DEBUG    Prev: /tmp/tmpjn2psegf.log  Default:\n",
      "[2021-06-25 08:59:28] INFO     Loading sets\n",
      "[2021-06-25 08:59:28] INFO     Loading parameters\n",
      "[2021-06-25 08:59:28] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:28] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:28] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:28] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:28] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:28] INFO     creating network constraints\n",
      "[2021-06-25 08:59:28] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:28] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:28] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:28] INFO     creating group constraints\n",
      "[2021-06-25 08:59:28] INFO     creating export constraints\n",
      "[2021-06-25 08:59:28] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:28] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:28] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:28] DEBUG    Changed value of parameter LogFile to /tmp/tmpia7eybut.log\n",
      "[2021-06-25 08:59:28] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:28] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:28] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:28] DEBUG    Optimize a model with 740 rows, 558 columns and 1528 nonzeros\n",
      "[2021-06-25 08:59:28] DEBUG    Model fingerprint: 0x4dd94043\n",
      "[2021-06-25 08:59:28] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:28] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:28] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:28] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:28] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:28] DEBUG    Presolve removed 684 rows and 396 columns\n",
      "[2021-06-25 08:59:28] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:28] DEBUG    Presolved: 56 rows, 162 columns, 268 nonzeros\n",
      "[2021-06-25 08:59:28] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:28] DEBUG    0    0.0000000e+00   1.732036e+01   0.000000e+00      0s\n",
      "[2021-06-25 08:59:28] DEBUG    76    5.4195573e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:28] DEBUG    Solved in 76 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:28] DEBUG    Optimal objective  5.419557282e-03\n",
      "[2021-06-25 08:59:28] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:28] DEBUG    Prev: /tmp/tmpia7eybut.log  Default:\n",
      "[2021-06-25 08:59:28] INFO     Loading sets\n",
      "[2021-06-25 08:59:28] INFO     Loading parameters\n",
      "[2021-06-25 08:59:28] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 08:59:28] INFO     creating capacity constraints\n",
      "[2021-06-25 08:59:28] INFO     creating costs constraints\n",
      "[2021-06-25 08:59:28] INFO     creating dispatch constraints\n",
      "[2021-06-25 08:59:28] INFO     creating energy_balance constraints\n",
      "[2021-06-25 08:59:28] INFO     creating network constraints\n",
      "[2021-06-25 08:59:28] INFO     creating policy constraints\n",
      "[2021-06-25 08:59:28] INFO     creating conversion constraints\n",
      "[2021-06-25 08:59:28] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 08:59:28] INFO     creating group constraints\n",
      "[2021-06-25 08:59:28] INFO     creating export constraints\n",
      "[2021-06-25 08:59:28] INFO     creating milp constraints\n",
      "[2021-06-25 08:59:28] DEBUG    Parameter OutputFlag unchanged\n",
      "[2021-06-25 08:59:28] DEBUG    Value: 1  Min: 0  Max: 1  Default: 1\n",
      "[2021-06-25 08:59:28] DEBUG    Changed value of parameter LogFile to /tmp/tmpo0zlb39g.log\n",
      "[2021-06-25 08:59:28] DEBUG    Prev:   Default:\n",
      "[2021-06-25 08:59:28] DEBUG    Gurobi Optimizer version 9.1.2 build v9.1.2rc0 (linux64)\n",
      "[2021-06-25 08:59:28] DEBUG    Thread count: 24 physical cores, 24 logical processors, using up to 24 threads\n",
      "[2021-06-25 08:59:28] DEBUG    Optimize a model with 230 rows, 178 columns and 448 nonzeros\n",
      "[2021-06-25 08:59:28] DEBUG    Model fingerprint: 0x2eadf19b\n",
      "[2021-06-25 08:59:28] DEBUG    Coefficient statistics:\n",
      "[2021-06-25 08:59:28] DEBUG    Matrix range     [4e-05, 2e+00]\n",
      "[2021-06-25 08:59:28] DEBUG    Objective range  [1e+00, 1e+00]\n",
      "[2021-06-25 08:59:28] DEBUG    Bounds range     [0e+00, 0e+00]\n",
      "[2021-06-25 08:59:28] DEBUG    RHS range        [2e-06, 2e+02]\n",
      "[2021-06-25 08:59:28] DEBUG    Presolve removed 214 rows and 136 columns\n",
      "[2021-06-25 08:59:28] DEBUG    Presolve time: 0.01s\n",
      "[2021-06-25 08:59:28] DEBUG    Presolved: 16 rows, 42 columns, 68 nonzeros\n",
      "[2021-06-25 08:59:28] DEBUG    Iteration    Objective       Primal Inf.    Dual Inf.      Time\n",
      "[2021-06-25 08:59:28] DEBUG    0    0.0000000e+00   1.986295e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:28] DEBUG    18    1.4252299e-03   0.000000e+00   0.000000e+00      0s\n",
      "[2021-06-25 08:59:28] DEBUG    Solved in 18 iterations and 0.01 seconds\n",
      "[2021-06-25 08:59:28] DEBUG    Optimal objective  1.425229852e-03\n",
      "[2021-06-25 08:59:28] DEBUG    Changed value of parameter LogFile to\n",
      "[2021-06-25 08:59:28] DEBUG    Prev: /tmp/tmpo0zlb39g.log  Default:\n"
     ]
    }
   ],
   "source": [
    "new_model.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "carriers     locs  timesteps \n",
      "electricity  GBR   2016-01-01    0.000000\n",
      "                   2016-01-02    0.000000\n",
      "                   2016-01-03    0.000000\n",
      "                   2016-01-04    0.000000\n",
      "                   2016-01-05    0.000000\n",
      "                                   ...   \n",
      "             IRL   2016-12-27    0.000760\n",
      "                   2016-12-28    0.000738\n",
      "                   2016-12-29    0.000686\n",
      "                   2016-12-30    0.000817\n",
      "                   2016-12-31    0.000746\n",
      "Name: carrier_prod, Length: 730, dtype: float64\n",
      "carriers     locs  timesteps \n",
      "electricity  GBR   2016-01-01   -0.040611\n",
      "                   2016-01-02   -0.039960\n",
      "                   2016-01-03   -0.041501\n",
      "                   2016-01-04   -0.042561\n",
      "                   2016-01-05   -0.042805\n",
      "                                   ...   \n",
      "             IRL   2016-12-27   -0.003458\n",
      "                   2016-12-28   -0.003449\n",
      "                   2016-12-29   -0.003406\n",
      "                   2016-12-30   -0.003544\n",
      "                   2016-12-31   -0.003544\n",
      "Name: carrier_con, Length: 730, dtype: float64\n",
      "EENS = 0.47287309994869986 ;  SAIFI = 33.22052490353475 ;  SAIDI = 797.292597684834 ;  ASUI = 0.09101513672201302\n"
     ]
    }
   ],
   "source": [
    "#Number of customers served - currently redundant\n",
    "customers = 40000000\n",
    "\n",
    "#Get the load shedding timeseries data to an array called df\n",
    "df = new_model.get_formatted_array(\"carrier_prod\").loc[{\"techs\": \"load_shedding\"}].to_series().dropna()\n",
    "print(df)\n",
    "\n",
    "#Get the load timeseries\n",
    "df_load = new_model.get_formatted_array(\"carrier_con\").loc[{\"techs\": \"demand_elec\"}].to_series().dropna()\n",
    "print(df_load)\n",
    "\n",
    "#Calculate Expected Energy Not Supplied by adding up all load shedding energy\n",
    "EENS = df.sum()\n",
    "\n",
    "#Express load shedding (df) as a fraction of load (df_load), then multiply with customers - this gives an estimate of the customers affected\n",
    "df.loc[df > 0] = (df / abs(df_load)) * customers\n",
    "df.loc[df == float('inf')] = 0.0\n",
    "df.loc[df <= 0] = 0.0\n",
    "\n",
    "#Take the sum of all customers affected per instance, then divide with total customers, to get SAIFI = Σ(λ_i*N_i)/N_T.\n",
    "#Interruptions = df.apply(lambda x : True if x > 0 else False)\n",
    "#num_interruptions = len(Interruptions[Interruptions==True].index)\n",
    "SAIFI = df.sum() / customers\n",
    "SAIFI\n",
    "\n",
    "#Multiply SAIFI with the timestep (currently 24h), to get the duration\n",
    "SAIDI = SAIFI * 24\n",
    "SAIDI\n",
    "\n",
    "#Calculate ASUI\n",
    "ASUI = SAIDI / 8760\n",
    "ASUI\n",
    "\n",
    "#Print all reliability indices\n",
    "print('EENS =',EENS,';  SAIFI =',SAIFI,';  SAIDI =',SAIDI,';  ASUI =',ASUI)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2021-06-25 11:18:05] INFO     Model: initialising\n",
      "[2021-06-25 11:18:05] INFO     Applying the following overrides from scenario definition: ['dispatch', 'freeze-hydro-capacities', 'load-shedding'] \n",
      "[2021-06-25 11:18:05] INFO     `locations.GBR.techs.hydro_reservoir.constraints.energy_cap_equals`:0.005240000000000001 applied from override as new configuration\n",
      "`locations.GBR.techs.hydro_reservoir.constraints.storage_cap_equals`:4.719944197044335 applied from override as new configuration\n",
      "`locations.GBR.techs.hydro_run_of_river.constraints.energy_cap_equals`:0.008484750000000003 applied from override as new configuration\n",
      "`locations.GBR.techs.load_shedding`:None applied from override as new configuration\n",
      "`locations.GBR.techs.pumped_hydro.constraints.energy_cap_equals`:0.029050000000000003 applied from override as new configuration\n",
      "`locations.GBR.techs.pumped_hydro.constraints.storage_cap_equals`:0.267 applied from override as new configuration\n",
      "`locations.IRL.techs.hydro_reservoir.constraints.energy_cap_equals`:1e-05 applied from override as new configuration\n",
      "`locations.IRL.techs.hydro_reservoir.constraints.storage_cap_equals`:0.009007527093596061 applied from override as new configuration\n",
      "`locations.IRL.techs.hydro_run_of_river.constraints.energy_cap_equals`:0.00216 applied from override as new configuration\n",
      "`locations.IRL.techs.load_shedding`:None applied from override as new configuration\n",
      "`locations.IRL.techs.pumped_hydro.constraints.energy_cap_equals`:0.0029200000000000003 applied from override as new configuration\n",
      "`locations.IRL.techs.pumped_hydro.constraints.storage_cap_equals`:0.018000000000000002 applied from override as new configuration\n",
      "Override applied to run.cyclic_storage: True -> False\n",
      "Override applied to run.mode: plan -> operate\n",
      "Override applied to run.operation.horizon: None -> 8760\n",
      "Override applied to run.operation.window: None -> 168\n",
      "`techs.load_shedding.constraints.energy_cap_equals`:1 applied from override as new configuration\n",
      "Override applied to techs.load_shedding.costs.monetary.om_prod: 0.8 -> 0.08\n",
      "Override applied to techs.load_shedding.essentials.carrier: electricity -> electricity\n",
      "Override applied to techs.load_shedding.essentials.name: Load shedding as last resort -> Load shedding\n",
      "Override applied to techs.load_shedding.essentials.parent: supply -> supply\n",
      "[2021-06-25 11:18:05] INFO     `battery` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:05] INFO     `biofuel` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:05] INFO     `hydro_reservoir` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:05] INFO     `hydrogen` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:05] INFO     `pumped_hydro` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:05] INFO     `battery` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:05] INFO     `biofuel` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:05] INFO     `hydro_reservoir` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:05] INFO     `hydrogen` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:05] INFO     `pumped_hydro` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:05] INFO     Model: preprocessing stage 1 (model_run)\n",
      "[2021-06-25 11:18:06] INFO     Model: preprocessing stage 2 (model_data)\n",
      "[2021-06-25 11:18:12] INFO     Model: preprocessing complete\n",
      "[2021-06-25 11:18:12] INFO     Backend: starting model run in operational mode\n",
      "[2021-06-25 11:18:13] WARNING  /home/users/train015/.conda/envs/euro-calliope/lib/python3.7/site-packages/calliope/exceptions.py:60: ModelWarning:\n",
      "\n",
      "Possible issues found during model processing:\n",
      " * Initial stored energy not defined, set to zero for all loc::techs in loc_techs_store, for use in iterative optimisation\n",
      " * Resource capacity constraint defined and set to infinity for all supply_plus techs\n",
      "\n",
      "\n",
      "[2021-06-25 11:18:13] INFO     Backend: generating initial model\n",
      "[2021-06-25 11:18:13] INFO     Loading sets\n",
      "[2021-06-25 11:18:13] INFO     Loading parameters\n",
      "[2021-06-25 11:18:14] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:14] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:14] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:14] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:15] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:15] INFO     creating network constraints\n",
      "[2021-06-25 11:18:15] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:15] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:15] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:15] INFO     creating group constraints\n",
      "[2021-06-25 11:18:15] INFO     creating export constraints\n",
      "[2021-06-25 11:18:15] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:15] INFO     Backend: iteration 1: sending model to solver. Time since start of model run: 0:00:02.662075\n",
      "[2021-06-25 11:18:19] INFO     Backend: iteration 1: solver finished running. Time since start of model run: 0:00:06.923171\n",
      "[2021-06-25 11:18:20] INFO     Backend: iteration 1: generated solution array. Time since start of model run: 0:00:07.249554\n",
      "[2021-06-25 11:18:20] INFO     Backend: iteration 2: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:20] INFO     Loading sets\n",
      "[2021-06-25 11:18:20] INFO     Loading parameters\n",
      "[2021-06-25 11:18:20] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:20] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:20] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:20] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:20] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:20] INFO     creating network constraints\n",
      "[2021-06-25 11:18:20] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:20] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:20] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:20] INFO     creating group constraints\n",
      "[2021-06-25 11:18:20] INFO     creating export constraints\n",
      "[2021-06-25 11:18:20] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:20] INFO     Backend: iteration 2: sending model to solver. Time since start of model run: 0:00:07.631182\n",
      "[2021-06-25 11:18:20] INFO     Backend: iteration 2: solver finished running. Time since start of model run: 0:00:07.778888\n",
      "[2021-06-25 11:18:20] INFO     Backend: iteration 2: generated solution array. Time since start of model run: 0:00:07.837439\n",
      "[2021-06-25 11:18:20] INFO     Backend: iteration 3: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:20] INFO     Loading sets\n",
      "[2021-06-25 11:18:20] INFO     Loading parameters\n",
      "[2021-06-25 11:18:20] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:20] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:20] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:20] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:20] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:21] INFO     creating network constraints\n",
      "[2021-06-25 11:18:21] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:21] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:21] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:21] INFO     creating group constraints\n",
      "[2021-06-25 11:18:21] INFO     creating export constraints\n",
      "[2021-06-25 11:18:21] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:21] INFO     Backend: iteration 3: sending model to solver. Time since start of model run: 0:00:08.113037\n",
      "[2021-06-25 11:18:21] INFO     Backend: iteration 3: solver finished running. Time since start of model run: 0:00:08.195724\n",
      "[2021-06-25 11:18:21] INFO     Backend: iteration 3: generated solution array. Time since start of model run: 0:00:08.250174\n",
      "[2021-06-25 11:18:21] INFO     Backend: iteration 4: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:21] INFO     Loading sets\n",
      "[2021-06-25 11:18:21] INFO     Loading parameters\n",
      "[2021-06-25 11:18:21] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:21] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:21] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:21] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:21] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:21] INFO     creating network constraints\n",
      "[2021-06-25 11:18:21] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:21] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:21] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:21] INFO     creating group constraints\n",
      "[2021-06-25 11:18:21] INFO     creating export constraints\n",
      "[2021-06-25 11:18:21] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:21] INFO     Backend: iteration 4: sending model to solver. Time since start of model run: 0:00:08.503588\n",
      "[2021-06-25 11:18:21] INFO     Backend: iteration 4: solver finished running. Time since start of model run: 0:00:08.582724\n",
      "[2021-06-25 11:18:21] INFO     Backend: iteration 4: generated solution array. Time since start of model run: 0:00:08.633877\n",
      "[2021-06-25 11:18:21] INFO     Backend: iteration 5: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:21] INFO     Loading sets\n",
      "[2021-06-25 11:18:21] INFO     Loading parameters\n",
      "[2021-06-25 11:18:21] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:21] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:21] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:21] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:21] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:21] INFO     creating network constraints\n",
      "[2021-06-25 11:18:21] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:21] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:21] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:21] INFO     creating group constraints\n",
      "[2021-06-25 11:18:21] INFO     creating export constraints\n",
      "[2021-06-25 11:18:21] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:21] INFO     Backend: iteration 5: sending model to solver. Time since start of model run: 0:00:08.891975\n",
      "[2021-06-25 11:18:21] INFO     Backend: iteration 5: solver finished running. Time since start of model run: 0:00:08.973098\n",
      "[2021-06-25 11:18:21] INFO     Backend: iteration 5: generated solution array. Time since start of model run: 0:00:09.024211\n",
      "[2021-06-25 11:18:21] INFO     Backend: iteration 6: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:22] INFO     Loading sets\n",
      "[2021-06-25 11:18:22] INFO     Loading parameters\n",
      "[2021-06-25 11:18:22] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:22] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:22] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:22] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:22] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:22] INFO     creating network constraints\n",
      "[2021-06-25 11:18:22] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:22] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:22] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:22] INFO     creating group constraints\n",
      "[2021-06-25 11:18:22] INFO     creating export constraints\n",
      "[2021-06-25 11:18:22] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:22] INFO     Backend: iteration 6: sending model to solver. Time since start of model run: 0:00:09.327382\n",
      "[2021-06-25 11:18:22] INFO     Backend: iteration 6: solver finished running. Time since start of model run: 0:00:09.437046\n",
      "[2021-06-25 11:18:22] INFO     Backend: iteration 6: generated solution array. Time since start of model run: 0:00:09.491527\n",
      "[2021-06-25 11:18:22] INFO     Backend: iteration 7: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:22] INFO     Loading sets\n",
      "[2021-06-25 11:18:22] INFO     Loading parameters\n",
      "[2021-06-25 11:18:22] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:22] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:22] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:22] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:22] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:22] INFO     creating network constraints\n",
      "[2021-06-25 11:18:22] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:22] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:22] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:22] INFO     creating group constraints\n",
      "[2021-06-25 11:18:22] INFO     creating export constraints\n",
      "[2021-06-25 11:18:22] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:22] INFO     Backend: iteration 7: sending model to solver. Time since start of model run: 0:00:09.758434\n",
      "[2021-06-25 11:18:22] INFO     Backend: iteration 7: solver finished running. Time since start of model run: 0:00:09.838532\n",
      "[2021-06-25 11:18:22] INFO     Backend: iteration 7: generated solution array. Time since start of model run: 0:00:09.889496\n",
      "[2021-06-25 11:18:22] INFO     Backend: iteration 8: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:22] INFO     Loading sets\n",
      "[2021-06-25 11:18:22] INFO     Loading parameters\n",
      "[2021-06-25 11:18:23] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:23] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:23] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:23] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:23] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:23] INFO     creating network constraints\n",
      "[2021-06-25 11:18:23] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:23] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:23] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:23] INFO     creating group constraints\n",
      "[2021-06-25 11:18:23] INFO     creating export constraints\n",
      "[2021-06-25 11:18:23] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:23] INFO     Backend: iteration 8: sending model to solver. Time since start of model run: 0:00:10.161960\n",
      "[2021-06-25 11:18:23] INFO     Backend: iteration 8: solver finished running. Time since start of model run: 0:00:10.244580\n",
      "[2021-06-25 11:18:23] INFO     Backend: iteration 8: generated solution array. Time since start of model run: 0:00:10.301004\n",
      "[2021-06-25 11:18:23] INFO     Backend: iteration 9: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:23] INFO     Loading sets\n",
      "[2021-06-25 11:18:23] INFO     Loading parameters\n",
      "[2021-06-25 11:18:23] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:23] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:23] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:23] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:23] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:23] INFO     creating network constraints\n",
      "[2021-06-25 11:18:23] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:23] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:23] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:23] INFO     creating group constraints\n",
      "[2021-06-25 11:18:23] INFO     creating export constraints\n",
      "[2021-06-25 11:18:23] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:23] INFO     Backend: iteration 9: sending model to solver. Time since start of model run: 0:00:10.562311\n",
      "[2021-06-25 11:18:23] INFO     Backend: iteration 9: solver finished running. Time since start of model run: 0:00:10.631651\n",
      "[2021-06-25 11:18:23] INFO     Backend: iteration 9: generated solution array. Time since start of model run: 0:00:10.684645\n",
      "[2021-06-25 11:18:23] INFO     Backend: iteration 10: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:23] INFO     Loading sets\n",
      "[2021-06-25 11:18:23] INFO     Loading parameters\n",
      "[2021-06-25 11:18:23] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:23] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:23] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:23] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:23] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:23] INFO     creating network constraints\n",
      "[2021-06-25 11:18:23] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:23] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:23] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:23] INFO     creating group constraints\n",
      "[2021-06-25 11:18:23] INFO     creating export constraints\n",
      "[2021-06-25 11:18:23] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:23] INFO     Backend: iteration 10: sending model to solver. Time since start of model run: 0:00:10.952847\n",
      "[2021-06-25 11:18:23] INFO     Backend: iteration 10: solver finished running. Time since start of model run: 0:00:11.035823\n",
      "[2021-06-25 11:18:24] INFO     Backend: iteration 10: generated solution array. Time since start of model run: 0:00:11.090485\n",
      "[2021-06-25 11:18:24] INFO     Backend: iteration 11: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:24] INFO     Loading sets\n",
      "[2021-06-25 11:18:24] INFO     Loading parameters\n",
      "[2021-06-25 11:18:24] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:24] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:24] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:24] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:24] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:24] INFO     creating network constraints\n",
      "[2021-06-25 11:18:24] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:24] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:24] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:24] INFO     creating group constraints\n",
      "[2021-06-25 11:18:24] INFO     creating export constraints\n",
      "[2021-06-25 11:18:24] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:24] INFO     Backend: iteration 11: sending model to solver. Time since start of model run: 0:00:11.357504\n",
      "[2021-06-25 11:18:24] INFO     Backend: iteration 11: solver finished running. Time since start of model run: 0:00:11.439871\n",
      "[2021-06-25 11:18:24] INFO     Backend: iteration 11: generated solution array. Time since start of model run: 0:00:11.492162\n",
      "[2021-06-25 11:18:24] INFO     Backend: iteration 12: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:24] INFO     Loading sets\n",
      "[2021-06-25 11:18:24] INFO     Loading parameters\n",
      "[2021-06-25 11:18:24] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:24] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:24] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:24] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:24] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:24] INFO     creating network constraints\n",
      "[2021-06-25 11:18:24] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:24] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:24] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:24] INFO     creating group constraints\n",
      "[2021-06-25 11:18:24] INFO     creating export constraints\n",
      "[2021-06-25 11:18:24] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:24] INFO     Backend: iteration 12: sending model to solver. Time since start of model run: 0:00:11.756086\n",
      "[2021-06-25 11:18:24] INFO     Backend: iteration 12: solver finished running. Time since start of model run: 0:00:11.835828\n",
      "[2021-06-25 11:18:24] INFO     Backend: iteration 12: generated solution array. Time since start of model run: 0:00:11.887082\n",
      "[2021-06-25 11:18:24] INFO     Backend: iteration 13: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:24] INFO     Loading sets\n",
      "[2021-06-25 11:18:24] INFO     Loading parameters\n",
      "[2021-06-25 11:18:25] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:25] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:25] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:25] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:25] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:25] INFO     creating network constraints\n",
      "[2021-06-25 11:18:25] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:25] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:25] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:25] INFO     creating group constraints\n",
      "[2021-06-25 11:18:25] INFO     creating export constraints\n",
      "[2021-06-25 11:18:25] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:25] INFO     Backend: iteration 13: sending model to solver. Time since start of model run: 0:00:12.169395\n",
      "[2021-06-25 11:18:25] INFO     Backend: iteration 13: solver finished running. Time since start of model run: 0:00:12.260910\n",
      "[2021-06-25 11:18:25] INFO     Backend: iteration 13: generated solution array. Time since start of model run: 0:00:12.313398\n",
      "[2021-06-25 11:18:25] INFO     Backend: iteration 14: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:25] INFO     Loading sets\n",
      "[2021-06-25 11:18:25] INFO     Loading parameters\n",
      "[2021-06-25 11:18:25] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:25] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:25] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:25] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:25] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:25] INFO     creating network constraints\n",
      "[2021-06-25 11:18:25] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:25] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:25] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:25] INFO     creating group constraints\n",
      "[2021-06-25 11:18:25] INFO     creating export constraints\n",
      "[2021-06-25 11:18:25] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:25] INFO     Backend: iteration 14: sending model to solver. Time since start of model run: 0:00:12.569461\n",
      "[2021-06-25 11:18:25] INFO     Backend: iteration 14: solver finished running. Time since start of model run: 0:00:12.650007\n",
      "[2021-06-25 11:18:25] INFO     Backend: iteration 14: generated solution array. Time since start of model run: 0:00:12.699305\n",
      "[2021-06-25 11:18:25] INFO     Backend: iteration 15: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:25] INFO     Loading sets\n",
      "[2021-06-25 11:18:25] INFO     Loading parameters\n",
      "[2021-06-25 11:18:25] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:25] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:25] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:25] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:25] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:25] INFO     creating network constraints\n",
      "[2021-06-25 11:18:25] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:25] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:25] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:25] INFO     creating group constraints\n",
      "[2021-06-25 11:18:25] INFO     creating export constraints\n",
      "[2021-06-25 11:18:25] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:25] INFO     Backend: iteration 15: sending model to solver. Time since start of model run: 0:00:12.957117\n",
      "[2021-06-25 11:18:25] INFO     Backend: iteration 15: solver finished running. Time since start of model run: 0:00:13.035110\n",
      "[2021-06-25 11:18:26] INFO     Backend: iteration 15: generated solution array. Time since start of model run: 0:00:13.090895\n",
      "[2021-06-25 11:18:26] INFO     Backend: iteration 16: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:26] INFO     Loading sets\n",
      "[2021-06-25 11:18:26] INFO     Loading parameters\n",
      "[2021-06-25 11:18:26] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:26] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:26] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:26] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:26] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:26] INFO     creating network constraints\n",
      "[2021-06-25 11:18:26] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:26] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:26] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:26] INFO     creating group constraints\n",
      "[2021-06-25 11:18:26] INFO     creating export constraints\n",
      "[2021-06-25 11:18:26] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:26] INFO     Backend: iteration 16: sending model to solver. Time since start of model run: 0:00:13.355056\n",
      "[2021-06-25 11:18:26] INFO     Backend: iteration 16: solver finished running. Time since start of model run: 0:00:13.437774\n",
      "[2021-06-25 11:18:26] INFO     Backend: iteration 16: generated solution array. Time since start of model run: 0:00:13.490772\n",
      "[2021-06-25 11:18:26] INFO     Backend: iteration 17: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:26] INFO     Loading sets\n",
      "[2021-06-25 11:18:26] INFO     Loading parameters\n",
      "[2021-06-25 11:18:26] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:26] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:26] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:26] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:26] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:26] INFO     creating network constraints\n",
      "[2021-06-25 11:18:26] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:26] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:26] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:26] INFO     creating group constraints\n",
      "[2021-06-25 11:18:26] INFO     creating export constraints\n",
      "[2021-06-25 11:18:26] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:26] INFO     Backend: iteration 17: sending model to solver. Time since start of model run: 0:00:13.751906\n",
      "[2021-06-25 11:18:26] INFO     Backend: iteration 17: solver finished running. Time since start of model run: 0:00:13.829955\n",
      "[2021-06-25 11:18:26] INFO     Backend: iteration 17: generated solution array. Time since start of model run: 0:00:13.884134\n",
      "[2021-06-25 11:18:26] INFO     Backend: iteration 18: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:26] INFO     Loading sets\n",
      "[2021-06-25 11:18:26] INFO     Loading parameters\n",
      "[2021-06-25 11:18:27] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:27] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:27] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:27] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:27] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:27] INFO     creating network constraints\n",
      "[2021-06-25 11:18:27] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:27] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:27] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:27] INFO     creating group constraints\n",
      "[2021-06-25 11:18:27] INFO     creating export constraints\n",
      "[2021-06-25 11:18:27] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:27] INFO     Backend: iteration 18: sending model to solver. Time since start of model run: 0:00:14.150315\n",
      "[2021-06-25 11:18:27] INFO     Backend: iteration 18: solver finished running. Time since start of model run: 0:00:14.235376\n",
      "[2021-06-25 11:18:27] INFO     Backend: iteration 18: generated solution array. Time since start of model run: 0:00:14.288106\n",
      "[2021-06-25 11:18:27] INFO     Backend: iteration 19: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:27] INFO     Loading sets\n",
      "[2021-06-25 11:18:27] INFO     Loading parameters\n",
      "[2021-06-25 11:18:27] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:27] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:27] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:27] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:27] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:27] INFO     creating network constraints\n",
      "[2021-06-25 11:18:27] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:27] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:27] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:27] INFO     creating group constraints\n",
      "[2021-06-25 11:18:27] INFO     creating export constraints\n",
      "[2021-06-25 11:18:27] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:27] INFO     Backend: iteration 19: sending model to solver. Time since start of model run: 0:00:14.562390\n",
      "[2021-06-25 11:18:27] INFO     Backend: iteration 19: solver finished running. Time since start of model run: 0:00:14.645028\n",
      "[2021-06-25 11:18:27] INFO     Backend: iteration 19: generated solution array. Time since start of model run: 0:00:14.699714\n",
      "[2021-06-25 11:18:27] INFO     Backend: iteration 20: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:27] INFO     Loading sets\n",
      "[2021-06-25 11:18:27] INFO     Loading parameters\n",
      "[2021-06-25 11:18:27] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:27] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:27] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:27] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:27] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:27] INFO     creating network constraints\n",
      "[2021-06-25 11:18:27] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:27] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:27] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:27] INFO     creating group constraints\n",
      "[2021-06-25 11:18:27] INFO     creating export constraints\n",
      "[2021-06-25 11:18:27] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:27] INFO     Backend: iteration 20: sending model to solver. Time since start of model run: 0:00:14.968195\n",
      "[2021-06-25 11:18:27] INFO     Backend: iteration 20: solver finished running. Time since start of model run: 0:00:15.051952\n",
      "[2021-06-25 11:18:28] INFO     Backend: iteration 20: generated solution array. Time since start of model run: 0:00:15.111285\n",
      "[2021-06-25 11:18:28] INFO     Backend: iteration 21: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:28] INFO     Loading sets\n",
      "[2021-06-25 11:18:28] INFO     Loading parameters\n",
      "[2021-06-25 11:18:28] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:28] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:28] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:28] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:28] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:28] INFO     creating network constraints\n",
      "[2021-06-25 11:18:28] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:28] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:28] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:28] INFO     creating group constraints\n",
      "[2021-06-25 11:18:28] INFO     creating export constraints\n",
      "[2021-06-25 11:18:28] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:28] INFO     Backend: iteration 21: sending model to solver. Time since start of model run: 0:00:15.383522\n",
      "[2021-06-25 11:18:28] INFO     Backend: iteration 21: solver finished running. Time since start of model run: 0:00:15.465962\n",
      "[2021-06-25 11:18:28] INFO     Backend: iteration 21: generated solution array. Time since start of model run: 0:00:15.516916\n",
      "[2021-06-25 11:18:28] INFO     Backend: iteration 22: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:28] INFO     Loading sets\n",
      "[2021-06-25 11:18:28] INFO     Loading parameters\n",
      "[2021-06-25 11:18:28] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:28] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:28] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:28] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:28] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:28] INFO     creating network constraints\n",
      "[2021-06-25 11:18:28] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:28] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:28] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:28] INFO     creating group constraints\n",
      "[2021-06-25 11:18:28] INFO     creating export constraints\n",
      "[2021-06-25 11:18:28] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:28] INFO     Backend: iteration 22: sending model to solver. Time since start of model run: 0:00:15.783184\n",
      "[2021-06-25 11:18:28] INFO     Backend: iteration 22: solver finished running. Time since start of model run: 0:00:15.866785\n",
      "[2021-06-25 11:18:28] INFO     Backend: iteration 22: generated solution array. Time since start of model run: 0:00:15.918548\n",
      "[2021-06-25 11:18:28] INFO     Backend: iteration 23: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:28] INFO     Loading sets\n",
      "[2021-06-25 11:18:28] INFO     Loading parameters\n",
      "[2021-06-25 11:18:29] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:29] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:29] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:29] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:29] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:29] INFO     creating network constraints\n",
      "[2021-06-25 11:18:29] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:29] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:29] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:29] INFO     creating group constraints\n",
      "[2021-06-25 11:18:29] INFO     creating export constraints\n",
      "[2021-06-25 11:18:29] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:29] INFO     Backend: iteration 23: sending model to solver. Time since start of model run: 0:00:16.183317\n",
      "[2021-06-25 11:18:29] INFO     Backend: iteration 23: solver finished running. Time since start of model run: 0:00:16.263828\n",
      "[2021-06-25 11:18:29] INFO     Backend: iteration 23: generated solution array. Time since start of model run: 0:00:16.316731\n",
      "[2021-06-25 11:18:29] INFO     Backend: iteration 24: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:29] INFO     Loading sets\n",
      "[2021-06-25 11:18:29] INFO     Loading parameters\n",
      "[2021-06-25 11:18:29] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:29] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:29] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:29] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:29] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:29] INFO     creating network constraints\n",
      "[2021-06-25 11:18:29] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:29] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:29] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:29] INFO     creating group constraints\n",
      "[2021-06-25 11:18:29] INFO     creating export constraints\n",
      "[2021-06-25 11:18:29] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:29] INFO     Backend: iteration 24: sending model to solver. Time since start of model run: 0:00:16.617944\n",
      "[2021-06-25 11:18:29] INFO     Backend: iteration 24: solver finished running. Time since start of model run: 0:00:16.725134\n",
      "[2021-06-25 11:18:29] INFO     Backend: iteration 24: generated solution array. Time since start of model run: 0:00:16.785323\n",
      "[2021-06-25 11:18:29] INFO     Backend: iteration 25: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:29] INFO     Loading sets\n",
      "[2021-06-25 11:18:29] INFO     Loading parameters\n",
      "[2021-06-25 11:18:29] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:29] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:29] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:29] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:29] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:29] INFO     creating network constraints\n",
      "[2021-06-25 11:18:29] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:29] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:29] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:29] INFO     creating group constraints\n",
      "[2021-06-25 11:18:29] INFO     creating export constraints\n",
      "[2021-06-25 11:18:29] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:29] INFO     Backend: iteration 25: sending model to solver. Time since start of model run: 0:00:17.053887\n",
      "[2021-06-25 11:18:30] INFO     Backend: iteration 25: solver finished running. Time since start of model run: 0:00:17.137151\n",
      "[2021-06-25 11:18:30] INFO     Backend: iteration 25: generated solution array. Time since start of model run: 0:00:17.191879\n",
      "[2021-06-25 11:18:30] INFO     Backend: iteration 26: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:30] INFO     Loading sets\n",
      "[2021-06-25 11:18:30] INFO     Loading parameters\n",
      "[2021-06-25 11:18:30] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:30] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:30] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:30] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:30] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:30] INFO     creating network constraints\n",
      "[2021-06-25 11:18:30] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:30] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:30] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:30] INFO     creating group constraints\n",
      "[2021-06-25 11:18:30] INFO     creating export constraints\n",
      "[2021-06-25 11:18:30] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:30] INFO     Backend: iteration 26: sending model to solver. Time since start of model run: 0:00:17.470730\n",
      "[2021-06-25 11:18:30] INFO     Backend: iteration 26: solver finished running. Time since start of model run: 0:00:17.555510\n",
      "[2021-06-25 11:18:30] INFO     Backend: iteration 26: generated solution array. Time since start of model run: 0:00:17.609632\n",
      "[2021-06-25 11:18:30] INFO     Backend: iteration 27: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:30] INFO     Loading sets\n",
      "[2021-06-25 11:18:30] INFO     Loading parameters\n",
      "[2021-06-25 11:18:30] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:30] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:30] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:30] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:30] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:30] INFO     creating network constraints\n",
      "[2021-06-25 11:18:30] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:30] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:30] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:30] INFO     creating group constraints\n",
      "[2021-06-25 11:18:30] INFO     creating export constraints\n",
      "[2021-06-25 11:18:30] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:30] INFO     Backend: iteration 27: sending model to solver. Time since start of model run: 0:00:17.881942\n",
      "[2021-06-25 11:18:30] INFO     Backend: iteration 27: solver finished running. Time since start of model run: 0:00:17.964193\n",
      "[2021-06-25 11:18:30] INFO     Backend: iteration 27: generated solution array. Time since start of model run: 0:00:18.015178\n",
      "[2021-06-25 11:18:30] INFO     Backend: iteration 28: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:31] INFO     Loading sets\n",
      "[2021-06-25 11:18:31] INFO     Loading parameters\n",
      "[2021-06-25 11:18:31] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:31] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:31] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:31] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:31] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:31] INFO     creating network constraints\n",
      "[2021-06-25 11:18:31] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:31] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:31] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:31] INFO     creating group constraints\n",
      "[2021-06-25 11:18:31] INFO     creating export constraints\n",
      "[2021-06-25 11:18:31] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:31] INFO     Backend: iteration 28: sending model to solver. Time since start of model run: 0:00:18.288023\n",
      "[2021-06-25 11:18:31] INFO     Backend: iteration 28: solver finished running. Time since start of model run: 0:00:18.369856\n",
      "[2021-06-25 11:18:31] INFO     Backend: iteration 28: generated solution array. Time since start of model run: 0:00:18.424968\n",
      "[2021-06-25 11:18:31] INFO     Backend: iteration 29: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:31] INFO     Loading sets\n",
      "[2021-06-25 11:18:31] INFO     Loading parameters\n",
      "[2021-06-25 11:18:31] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:31] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:31] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:31] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:31] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:31] INFO     creating network constraints\n",
      "[2021-06-25 11:18:31] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:31] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:31] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:31] INFO     creating group constraints\n",
      "[2021-06-25 11:18:31] INFO     creating export constraints\n",
      "[2021-06-25 11:18:31] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:31] INFO     Backend: iteration 29: sending model to solver. Time since start of model run: 0:00:18.696767\n",
      "[2021-06-25 11:18:31] INFO     Backend: iteration 29: solver finished running. Time since start of model run: 0:00:18.779914\n",
      "[2021-06-25 11:18:31] INFO     Backend: iteration 29: generated solution array. Time since start of model run: 0:00:18.835273\n",
      "[2021-06-25 11:18:31] INFO     Backend: iteration 30: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:31] INFO     Loading sets\n",
      "[2021-06-25 11:18:31] INFO     Loading parameters\n",
      "[2021-06-25 11:18:31] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:31] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:31] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:31] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:32] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:32] INFO     creating network constraints\n",
      "[2021-06-25 11:18:32] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:32] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:32] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:32] INFO     creating group constraints\n",
      "[2021-06-25 11:18:32] INFO     creating export constraints\n",
      "[2021-06-25 11:18:32] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:32] INFO     Backend: iteration 30: sending model to solver. Time since start of model run: 0:00:19.117271\n",
      "[2021-06-25 11:18:32] INFO     Backend: iteration 30: solver finished running. Time since start of model run: 0:00:19.201084\n",
      "[2021-06-25 11:18:32] INFO     Backend: iteration 30: generated solution array. Time since start of model run: 0:00:19.257070\n",
      "[2021-06-25 11:18:32] INFO     Backend: iteration 31: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:32] INFO     Loading sets\n",
      "[2021-06-25 11:18:32] INFO     Loading parameters\n",
      "[2021-06-25 11:18:32] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:32] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:32] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:32] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:32] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:32] INFO     creating network constraints\n",
      "[2021-06-25 11:18:32] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:32] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:32] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:32] INFO     creating group constraints\n",
      "[2021-06-25 11:18:32] INFO     creating export constraints\n",
      "[2021-06-25 11:18:32] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:32] INFO     Backend: iteration 31: sending model to solver. Time since start of model run: 0:00:19.543983\n",
      "[2021-06-25 11:18:32] INFO     Backend: iteration 31: solver finished running. Time since start of model run: 0:00:19.630578\n",
      "[2021-06-25 11:18:32] INFO     Backend: iteration 31: generated solution array. Time since start of model run: 0:00:19.686995\n",
      "[2021-06-25 11:18:32] INFO     Backend: iteration 32: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:32] INFO     Loading sets\n",
      "[2021-06-25 11:18:32] INFO     Loading parameters\n",
      "[2021-06-25 11:18:32] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:32] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:32] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:32] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:32] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:32] INFO     creating network constraints\n",
      "[2021-06-25 11:18:32] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:32] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:32] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:32] INFO     creating group constraints\n",
      "[2021-06-25 11:18:32] INFO     creating export constraints\n",
      "[2021-06-25 11:18:32] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:32] INFO     Backend: iteration 32: sending model to solver. Time since start of model run: 0:00:19.948790\n",
      "[2021-06-25 11:18:32] INFO     Backend: iteration 32: solver finished running. Time since start of model run: 0:00:20.028962\n",
      "[2021-06-25 11:18:33] INFO     Backend: iteration 32: generated solution array. Time since start of model run: 0:00:20.082020\n",
      "[2021-06-25 11:18:33] INFO     Backend: iteration 33: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:33] INFO     Loading sets\n",
      "[2021-06-25 11:18:33] INFO     Loading parameters\n",
      "[2021-06-25 11:18:33] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:33] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:33] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:33] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:33] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:33] INFO     creating network constraints\n",
      "[2021-06-25 11:18:33] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:33] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:33] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:33] INFO     creating group constraints\n",
      "[2021-06-25 11:18:33] INFO     creating export constraints\n",
      "[2021-06-25 11:18:33] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:33] INFO     Backend: iteration 33: sending model to solver. Time since start of model run: 0:00:20.391626\n",
      "[2021-06-25 11:18:33] INFO     Backend: iteration 33: solver finished running. Time since start of model run: 0:00:20.503584\n",
      "[2021-06-25 11:18:33] INFO     Backend: iteration 33: generated solution array. Time since start of model run: 0:00:20.559862\n",
      "[2021-06-25 11:18:33] INFO     Backend: iteration 34: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:33] INFO     Loading sets\n",
      "[2021-06-25 11:18:33] INFO     Loading parameters\n",
      "[2021-06-25 11:18:33] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:33] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:33] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:33] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:33] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:33] INFO     creating network constraints\n",
      "[2021-06-25 11:18:33] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:33] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:33] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:33] INFO     creating group constraints\n",
      "[2021-06-25 11:18:33] INFO     creating export constraints\n",
      "[2021-06-25 11:18:33] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:33] INFO     Backend: iteration 34: sending model to solver. Time since start of model run: 0:00:20.818358\n",
      "[2021-06-25 11:18:33] INFO     Backend: iteration 34: solver finished running. Time since start of model run: 0:00:20.900843\n",
      "[2021-06-25 11:18:33] INFO     Backend: iteration 34: generated solution array. Time since start of model run: 0:00:20.952690\n",
      "[2021-06-25 11:18:33] INFO     Backend: iteration 35: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:33] INFO     Loading sets\n",
      "[2021-06-25 11:18:34] INFO     Loading parameters\n",
      "[2021-06-25 11:18:34] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:34] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:34] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:34] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:34] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:34] INFO     creating network constraints\n",
      "[2021-06-25 11:18:34] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:34] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:34] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:34] INFO     creating group constraints\n",
      "[2021-06-25 11:18:34] INFO     creating export constraints\n",
      "[2021-06-25 11:18:34] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:34] INFO     Backend: iteration 35: sending model to solver. Time since start of model run: 0:00:21.223435\n",
      "[2021-06-25 11:18:34] INFO     Backend: iteration 35: solver finished running. Time since start of model run: 0:00:21.305089\n",
      "[2021-06-25 11:18:34] INFO     Backend: iteration 35: generated solution array. Time since start of model run: 0:00:21.358869\n",
      "[2021-06-25 11:18:34] INFO     Backend: iteration 36: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:34] INFO     Loading sets\n",
      "[2021-06-25 11:18:34] INFO     Loading parameters\n",
      "[2021-06-25 11:18:34] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:34] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:34] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:34] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:34] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:34] INFO     creating network constraints\n",
      "[2021-06-25 11:18:34] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:34] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:34] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:34] INFO     creating group constraints\n",
      "[2021-06-25 11:18:34] INFO     creating export constraints\n",
      "[2021-06-25 11:18:34] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:34] INFO     Backend: iteration 36: sending model to solver. Time since start of model run: 0:00:21.626966\n",
      "[2021-06-25 11:18:34] INFO     Backend: iteration 36: solver finished running. Time since start of model run: 0:00:21.707943\n",
      "[2021-06-25 11:18:34] INFO     Backend: iteration 36: generated solution array. Time since start of model run: 0:00:21.761332\n",
      "[2021-06-25 11:18:34] INFO     Backend: iteration 37: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:34] INFO     Loading sets\n",
      "[2021-06-25 11:18:34] INFO     Loading parameters\n",
      "[2021-06-25 11:18:34] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:34] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:34] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:34] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:34] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:34] INFO     creating network constraints\n",
      "[2021-06-25 11:18:34] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:34] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:34] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:34] INFO     creating group constraints\n",
      "[2021-06-25 11:18:34] INFO     creating export constraints\n",
      "[2021-06-25 11:18:34] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:34] INFO     Backend: iteration 37: sending model to solver. Time since start of model run: 0:00:22.029257\n",
      "[2021-06-25 11:18:35] INFO     Backend: iteration 37: solver finished running. Time since start of model run: 0:00:22.110722\n",
      "[2021-06-25 11:18:35] INFO     Backend: iteration 37: generated solution array. Time since start of model run: 0:00:22.164747\n",
      "[2021-06-25 11:18:35] INFO     Backend: iteration 38: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:35] INFO     Loading sets\n",
      "[2021-06-25 11:18:35] INFO     Loading parameters\n",
      "[2021-06-25 11:18:35] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:35] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:35] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:35] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:35] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:35] INFO     creating network constraints\n",
      "[2021-06-25 11:18:35] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:35] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:35] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:35] INFO     creating group constraints\n",
      "[2021-06-25 11:18:35] INFO     creating export constraints\n",
      "[2021-06-25 11:18:35] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:35] INFO     Backend: iteration 38: sending model to solver. Time since start of model run: 0:00:22.436216\n",
      "[2021-06-25 11:18:35] INFO     Backend: iteration 38: solver finished running. Time since start of model run: 0:00:22.518465\n",
      "[2021-06-25 11:18:35] INFO     Backend: iteration 38: generated solution array. Time since start of model run: 0:00:22.572046\n",
      "[2021-06-25 11:18:35] INFO     Backend: iteration 39: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:35] INFO     Loading sets\n",
      "[2021-06-25 11:18:35] INFO     Loading parameters\n",
      "[2021-06-25 11:18:35] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:35] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:35] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:35] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:35] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:35] INFO     creating network constraints\n",
      "[2021-06-25 11:18:35] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:35] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:35] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:35] INFO     creating group constraints\n",
      "[2021-06-25 11:18:35] INFO     creating export constraints\n",
      "[2021-06-25 11:18:35] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:35] INFO     Backend: iteration 39: sending model to solver. Time since start of model run: 0:00:22.842093\n",
      "[2021-06-25 11:18:35] INFO     Backend: iteration 39: solver finished running. Time since start of model run: 0:00:22.921200\n",
      "[2021-06-25 11:18:35] INFO     Backend: iteration 39: generated solution array. Time since start of model run: 0:00:22.975622\n",
      "[2021-06-25 11:18:35] INFO     Backend: iteration 40: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:36] INFO     Loading sets\n",
      "[2021-06-25 11:18:36] INFO     Loading parameters\n",
      "[2021-06-25 11:18:36] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:36] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:36] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:36] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:36] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:36] INFO     creating network constraints\n",
      "[2021-06-25 11:18:36] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:36] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:36] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:36] INFO     creating group constraints\n",
      "[2021-06-25 11:18:36] INFO     creating export constraints\n",
      "[2021-06-25 11:18:36] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:36] INFO     Backend: iteration 40: sending model to solver. Time since start of model run: 0:00:23.242719\n",
      "[2021-06-25 11:18:36] INFO     Backend: iteration 40: solver finished running. Time since start of model run: 0:00:23.324321\n",
      "[2021-06-25 11:18:36] INFO     Backend: iteration 40: generated solution array. Time since start of model run: 0:00:23.378017\n",
      "[2021-06-25 11:18:36] INFO     Backend: iteration 41: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:36] INFO     Loading sets\n",
      "[2021-06-25 11:18:36] INFO     Loading parameters\n",
      "[2021-06-25 11:18:36] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:36] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:36] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:36] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:36] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:36] INFO     creating network constraints\n",
      "[2021-06-25 11:18:36] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:36] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:36] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:36] INFO     creating group constraints\n",
      "[2021-06-25 11:18:36] INFO     creating export constraints\n",
      "[2021-06-25 11:18:36] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:36] INFO     Backend: iteration 41: sending model to solver. Time since start of model run: 0:00:23.705462\n",
      "[2021-06-25 11:18:36] INFO     Backend: iteration 41: solver finished running. Time since start of model run: 0:00:23.793932\n",
      "[2021-06-25 11:18:36] INFO     Backend: iteration 41: generated solution array. Time since start of model run: 0:00:23.848850\n",
      "[2021-06-25 11:18:36] INFO     Backend: iteration 42: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:36] INFO     Loading sets\n",
      "[2021-06-25 11:18:36] INFO     Loading parameters\n",
      "[2021-06-25 11:18:36] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:36] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:36] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:36] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:37] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:37] INFO     creating network constraints\n",
      "[2021-06-25 11:18:37] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:37] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:37] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:37] INFO     creating group constraints\n",
      "[2021-06-25 11:18:37] INFO     creating export constraints\n",
      "[2021-06-25 11:18:37] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:37] INFO     Backend: iteration 42: sending model to solver. Time since start of model run: 0:00:24.118817\n",
      "[2021-06-25 11:18:37] INFO     Backend: iteration 42: solver finished running. Time since start of model run: 0:00:24.201689\n",
      "[2021-06-25 11:18:37] INFO     Backend: iteration 42: generated solution array. Time since start of model run: 0:00:24.254528\n",
      "[2021-06-25 11:18:37] INFO     Backend: iteration 43: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:37] INFO     Loading sets\n",
      "[2021-06-25 11:18:37] INFO     Loading parameters\n",
      "[2021-06-25 11:18:37] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:37] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:37] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:37] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:37] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:37] INFO     creating network constraints\n",
      "[2021-06-25 11:18:37] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:37] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:37] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:37] INFO     creating group constraints\n",
      "[2021-06-25 11:18:37] INFO     creating export constraints\n",
      "[2021-06-25 11:18:37] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:37] INFO     Backend: iteration 43: sending model to solver. Time since start of model run: 0:00:24.520225\n",
      "[2021-06-25 11:18:37] INFO     Backend: iteration 43: solver finished running. Time since start of model run: 0:00:24.599775\n",
      "[2021-06-25 11:18:37] INFO     Backend: iteration 43: generated solution array. Time since start of model run: 0:00:24.654858\n",
      "[2021-06-25 11:18:37] INFO     Backend: iteration 44: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:37] INFO     Loading sets\n",
      "[2021-06-25 11:18:37] INFO     Loading parameters\n",
      "[2021-06-25 11:18:37] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:37] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:37] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:37] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:37] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:37] INFO     creating network constraints\n",
      "[2021-06-25 11:18:37] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:37] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:37] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:37] INFO     creating group constraints\n",
      "[2021-06-25 11:18:37] INFO     creating export constraints\n",
      "[2021-06-25 11:18:37] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:37] INFO     Backend: iteration 44: sending model to solver. Time since start of model run: 0:00:24.920022\n",
      "[2021-06-25 11:18:37] INFO     Backend: iteration 44: solver finished running. Time since start of model run: 0:00:25.002289\n",
      "[2021-06-25 11:18:37] INFO     Backend: iteration 44: generated solution array. Time since start of model run: 0:00:25.055082\n",
      "[2021-06-25 11:18:37] INFO     Backend: iteration 45: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:38] INFO     Loading sets\n",
      "[2021-06-25 11:18:38] INFO     Loading parameters\n",
      "[2021-06-25 11:18:38] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:38] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:38] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:38] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:38] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:38] INFO     creating network constraints\n",
      "[2021-06-25 11:18:38] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:38] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:38] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:38] INFO     creating group constraints\n",
      "[2021-06-25 11:18:38] INFO     creating export constraints\n",
      "[2021-06-25 11:18:38] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:38] INFO     Backend: iteration 45: sending model to solver. Time since start of model run: 0:00:25.324569\n",
      "[2021-06-25 11:18:38] INFO     Backend: iteration 45: solver finished running. Time since start of model run: 0:00:25.406444\n",
      "[2021-06-25 11:18:38] INFO     Backend: iteration 45: generated solution array. Time since start of model run: 0:00:25.457965\n",
      "[2021-06-25 11:18:38] INFO     Backend: iteration 46: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:38] INFO     Loading sets\n",
      "[2021-06-25 11:18:38] INFO     Loading parameters\n",
      "[2021-06-25 11:18:38] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:38] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:38] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:38] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:38] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:38] INFO     creating network constraints\n",
      "[2021-06-25 11:18:38] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:38] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:38] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:38] INFO     creating group constraints\n",
      "[2021-06-25 11:18:38] INFO     creating export constraints\n",
      "[2021-06-25 11:18:38] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:38] INFO     Backend: iteration 46: sending model to solver. Time since start of model run: 0:00:25.726829\n",
      "[2021-06-25 11:18:38] INFO     Backend: iteration 46: solver finished running. Time since start of model run: 0:00:25.809460\n",
      "[2021-06-25 11:18:38] INFO     Backend: iteration 46: generated solution array. Time since start of model run: 0:00:25.867102\n",
      "[2021-06-25 11:18:38] INFO     Backend: iteration 47: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:38] INFO     Loading sets\n",
      "[2021-06-25 11:18:38] INFO     Loading parameters\n",
      "[2021-06-25 11:18:39] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:39] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:39] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:39] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:39] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:39] INFO     creating network constraints\n",
      "[2021-06-25 11:18:39] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:39] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:39] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:39] INFO     creating group constraints\n",
      "[2021-06-25 11:18:39] INFO     creating export constraints\n",
      "[2021-06-25 11:18:39] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:39] INFO     Backend: iteration 47: sending model to solver. Time since start of model run: 0:00:26.151115\n",
      "[2021-06-25 11:18:39] INFO     Backend: iteration 47: solver finished running. Time since start of model run: 0:00:26.237844\n",
      "[2021-06-25 11:18:39] INFO     Backend: iteration 47: generated solution array. Time since start of model run: 0:00:26.292500\n",
      "[2021-06-25 11:18:39] INFO     Backend: iteration 48: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:39] INFO     Loading sets\n",
      "[2021-06-25 11:18:39] INFO     Loading parameters\n",
      "[2021-06-25 11:18:39] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:39] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:39] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:39] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:39] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:39] INFO     creating network constraints\n",
      "[2021-06-25 11:18:39] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:39] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:39] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:39] INFO     creating group constraints\n",
      "[2021-06-25 11:18:39] INFO     creating export constraints\n",
      "[2021-06-25 11:18:39] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:39] INFO     Backend: iteration 48: sending model to solver. Time since start of model run: 0:00:26.568025\n",
      "[2021-06-25 11:18:39] INFO     Backend: iteration 48: solver finished running. Time since start of model run: 0:00:26.651151\n",
      "[2021-06-25 11:18:39] INFO     Backend: iteration 48: generated solution array. Time since start of model run: 0:00:26.703842\n",
      "[2021-06-25 11:18:39] INFO     Backend: iteration 49: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:39] INFO     Loading sets\n",
      "[2021-06-25 11:18:39] INFO     Loading parameters\n",
      "[2021-06-25 11:18:39] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:39] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:39] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:39] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:39] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:39] INFO     creating network constraints\n",
      "[2021-06-25 11:18:39] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:39] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:39] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:39] INFO     creating group constraints\n",
      "[2021-06-25 11:18:39] INFO     creating export constraints\n",
      "[2021-06-25 11:18:39] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:39] INFO     Backend: iteration 49: sending model to solver. Time since start of model run: 0:00:26.966079\n",
      "[2021-06-25 11:18:39] INFO     Backend: iteration 49: solver finished running. Time since start of model run: 0:00:27.046381\n",
      "[2021-06-25 11:18:40] INFO     Backend: iteration 49: generated solution array. Time since start of model run: 0:00:27.103168\n",
      "[2021-06-25 11:18:40] INFO     Backend: iteration 50: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:40] INFO     Loading sets\n",
      "[2021-06-25 11:18:40] INFO     Loading parameters\n",
      "[2021-06-25 11:18:40] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:40] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:40] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:40] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:40] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:40] INFO     creating network constraints\n",
      "[2021-06-25 11:18:40] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:40] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:40] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:40] INFO     creating group constraints\n",
      "[2021-06-25 11:18:40] INFO     creating export constraints\n",
      "[2021-06-25 11:18:40] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:40] INFO     Backend: iteration 50: sending model to solver. Time since start of model run: 0:00:27.381389\n",
      "[2021-06-25 11:18:40] INFO     Backend: iteration 50: solver finished running. Time since start of model run: 0:00:27.465378\n",
      "[2021-06-25 11:18:40] INFO     Backend: iteration 50: generated solution array. Time since start of model run: 0:00:27.523302\n",
      "[2021-06-25 11:18:40] INFO     Backend: iteration 51: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:40] INFO     Loading sets\n",
      "[2021-06-25 11:18:40] INFO     Loading parameters\n",
      "[2021-06-25 11:18:40] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:40] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:40] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:40] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:40] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:40] INFO     creating network constraints\n",
      "[2021-06-25 11:18:40] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:40] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:40] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:40] INFO     creating group constraints\n",
      "[2021-06-25 11:18:40] INFO     creating export constraints\n",
      "[2021-06-25 11:18:40] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:40] INFO     Backend: iteration 51: sending model to solver. Time since start of model run: 0:00:27.816825\n",
      "[2021-06-25 11:18:40] INFO     Backend: iteration 51: solver finished running. Time since start of model run: 0:00:27.901751\n",
      "[2021-06-25 11:18:40] INFO     Backend: iteration 51: generated solution array. Time since start of model run: 0:00:27.959437\n",
      "[2021-06-25 11:18:40] INFO     Backend: iteration 52: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:18:40] INFO     Loading sets\n",
      "[2021-06-25 11:18:41] INFO     Loading parameters\n",
      "[2021-06-25 11:18:41] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:41] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:41] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:41] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:41] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:41] INFO     creating network constraints\n",
      "[2021-06-25 11:18:41] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:41] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:41] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:41] INFO     creating group constraints\n",
      "[2021-06-25 11:18:41] INFO     creating export constraints\n",
      "[2021-06-25 11:18:41] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:41] INFO     Backend: iteration 52: sending model to solver. Time since start of model run: 0:00:28.278075\n",
      "[2021-06-25 11:18:41] INFO     Backend: iteration 52: solver finished running. Time since start of model run: 0:00:28.367661\n",
      "[2021-06-25 11:18:41] INFO     Backend: iteration 52: generated solution array. Time since start of model run: 0:00:28.420090\n",
      "[2021-06-25 11:18:41] INFO     Backend: iteration 53: generating new model for end of timeseries, with horizon = 24.0 timesteps\n",
      "[2021-06-25 11:18:41] INFO     Loading sets\n",
      "[2021-06-25 11:18:41] INFO     Loading parameters\n",
      "[2021-06-25 11:18:41] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:41] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:41] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:41] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:41] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:41] INFO     creating network constraints\n",
      "[2021-06-25 11:18:41] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:41] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:41] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:41] INFO     creating group constraints\n",
      "[2021-06-25 11:18:41] INFO     creating export constraints\n",
      "[2021-06-25 11:18:41] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:41] INFO     Backend: iteration 53: sending model to solver. Time since start of model run: 0:00:28.692317\n",
      "[2021-06-25 11:18:41] INFO     Backend: iteration 53: solver finished running. Time since start of model run: 0:00:28.737059\n",
      "[2021-06-25 11:18:41] INFO     Backend: iteration 53: generated solution array. Time since start of model run: 0:00:28.795108\n",
      "[2021-06-25 11:18:41] INFO     Backend: generated full solution array. Time since start of model run: 0:00:28.904479\n",
      "[2021-06-25 11:18:41] INFO     Postprocessing: started\n",
      "[2021-06-25 11:18:41] INFO     Postprocessing: All values < 1e-10 set to 0 in cost_var, cost_var_rhs, system_balance\n",
      "[2021-06-25 11:18:41] INFO     Postprocessing: ended. Time since start of model run: 0:00:29.021274\n",
      "locs        GBR  IRL\n",
      "timesteps           \n",
      "2016-01-01  0.0  0.0\n",
      "2016-01-02  0.0  0.0\n",
      "2016-01-03  0.0  0.0\n",
      "2016-01-04  0.0  0.0\n",
      "2016-01-05  0.0  0.0\n",
      "carriers     locs  timesteps \n",
      "electricity  GBR   2016-01-01    0.000000\n",
      "                   2016-01-02    0.000000\n",
      "                   2016-01-03    0.000000\n",
      "                   2016-01-04    0.000000\n",
      "                   2016-01-05    0.000000\n",
      "                                   ...   \n",
      "             IRL   2016-12-27    0.000638\n",
      "                   2016-12-28    0.000730\n",
      "                   2016-12-29    0.000713\n",
      "                   2016-12-30    0.000764\n",
      "                   2016-12-31    0.000728\n",
      "Name: carrier_prod, Length: 730, dtype: float64\n",
      "carriers     locs  timesteps \n",
      "electricity  GBR   2016-01-01   -0.038936\n",
      "                   2016-01-02   -0.038752\n",
      "                   2016-01-03   -0.040935\n",
      "                   2016-01-04   -0.041957\n",
      "                   2016-01-05   -0.042006\n",
      "                                   ...   \n",
      "             IRL   2016-12-27   -0.003337\n",
      "                   2016-12-28   -0.003441\n",
      "                   2016-12-29   -0.003433\n",
      "                   2016-12-30   -0.003491\n",
      "                   2016-12-31   -0.003526\n",
      "Name: carrier_con, Length: 730, dtype: float64\n",
      "EENS = [0.43610338 0.         0.         0.        ]\n",
      "SAIFI = [31.20839968  0.          0.          0.        ]\n",
      "SAIDI = [749.00159226   0.           0.           0.        ]\n",
      "ASUI = [0.08550246 0.         0.         0.        ]\n",
      "[2021-06-25 11:18:42] INFO     Model: initialising\n",
      "[2021-06-25 11:18:42] INFO     Applying the following overrides from scenario definition: ['dispatch', 'freeze-hydro-capacities', 'load-shedding'] \n",
      "[2021-06-25 11:18:42] INFO     `locations.GBR.techs.hydro_reservoir.constraints.energy_cap_equals`:0.005240000000000001 applied from override as new configuration\n",
      "`locations.GBR.techs.hydro_reservoir.constraints.storage_cap_equals`:4.719944197044335 applied from override as new configuration\n",
      "`locations.GBR.techs.hydro_run_of_river.constraints.energy_cap_equals`:0.008484750000000003 applied from override as new configuration\n",
      "`locations.GBR.techs.load_shedding`:None applied from override as new configuration\n",
      "`locations.GBR.techs.pumped_hydro.constraints.energy_cap_equals`:0.029050000000000003 applied from override as new configuration\n",
      "`locations.GBR.techs.pumped_hydro.constraints.storage_cap_equals`:0.267 applied from override as new configuration\n",
      "`locations.IRL.techs.hydro_reservoir.constraints.energy_cap_equals`:1e-05 applied from override as new configuration\n",
      "`locations.IRL.techs.hydro_reservoir.constraints.storage_cap_equals`:0.009007527093596061 applied from override as new configuration\n",
      "`locations.IRL.techs.hydro_run_of_river.constraints.energy_cap_equals`:0.00216 applied from override as new configuration\n",
      "`locations.IRL.techs.load_shedding`:None applied from override as new configuration\n",
      "`locations.IRL.techs.pumped_hydro.constraints.energy_cap_equals`:0.0029200000000000003 applied from override as new configuration\n",
      "`locations.IRL.techs.pumped_hydro.constraints.storage_cap_equals`:0.018000000000000002 applied from override as new configuration\n",
      "Override applied to run.cyclic_storage: True -> False\n",
      "Override applied to run.mode: plan -> operate\n",
      "Override applied to run.operation.horizon: None -> 8760\n",
      "Override applied to run.operation.window: None -> 168\n",
      "`techs.load_shedding.constraints.energy_cap_equals`:1 applied from override as new configuration\n",
      "Override applied to techs.load_shedding.costs.monetary.om_prod: 0.8 -> 0.08\n",
      "Override applied to techs.load_shedding.essentials.carrier: electricity -> electricity\n",
      "Override applied to techs.load_shedding.essentials.name: Load shedding as last resort -> Load shedding\n",
      "Override applied to techs.load_shedding.essentials.parent: supply -> supply\n",
      "[2021-06-25 11:18:42] INFO     `battery` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:42] INFO     `biofuel` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:42] INFO     `hydro_reservoir` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:42] INFO     `hydrogen` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:42] INFO     `pumped_hydro` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:42] INFO     `battery` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:42] INFO     `biofuel` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:42] INFO     `hydro_reservoir` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:42] INFO     `hydrogen` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:42] INFO     `pumped_hydro` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:18:42] INFO     Model: preprocessing stage 1 (model_run)\n",
      "[2021-06-25 11:18:43] INFO     Model: preprocessing stage 2 (model_data)\n",
      "[2021-06-25 11:18:50] INFO     Model: preprocessing complete\n",
      "[2021-06-25 11:18:50] INFO     Backend: starting model run in operational mode\n",
      "[2021-06-25 11:18:50] WARNING  /home/users/train015/.conda/envs/euro-calliope/lib/python3.7/site-packages/calliope/exceptions.py:60: ModelWarning:\n",
      "\n",
      "Possible issues found during model processing:\n",
      " * Initial stored energy not defined, set to zero for all loc::techs in loc_techs_store, for use in iterative optimisation\n",
      " * Resource capacity constraint defined and set to infinity for all supply_plus techs\n",
      "\n",
      "\n",
      "[2021-06-25 11:18:50] INFO     Backend: generating initial model\n",
      "[2021-06-25 11:18:50] INFO     Loading sets\n",
      "[2021-06-25 11:18:50] INFO     Loading parameters\n",
      "[2021-06-25 11:18:51] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:18:51] INFO     creating capacity constraints\n",
      "[2021-06-25 11:18:51] INFO     creating costs constraints\n",
      "[2021-06-25 11:18:51] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:18:52] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:18:58] INFO     creating network constraints\n",
      "[2021-06-25 11:18:58] INFO     creating policy constraints\n",
      "[2021-06-25 11:18:58] INFO     creating conversion constraints\n",
      "[2021-06-25 11:18:58] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:18:58] INFO     creating group constraints\n",
      "[2021-06-25 11:18:58] INFO     creating export constraints\n",
      "[2021-06-25 11:18:58] INFO     creating milp constraints\n",
      "[2021-06-25 11:18:58] INFO     Backend: iteration 1: sending model to solver. Time since start of model run: 0:00:08.500300\n",
      "[2021-06-25 11:19:03] INFO     Backend: iteration 1: solver finished running. Time since start of model run: 0:00:12.863857\n",
      "[2021-06-25 11:19:03] INFO     Backend: iteration 1: generated solution array. Time since start of model run: 0:00:13.189381\n",
      "[2021-06-25 11:19:03] INFO     Backend: iteration 2: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:03] INFO     Loading sets\n",
      "[2021-06-25 11:19:03] INFO     Loading parameters\n",
      "[2021-06-25 11:19:03] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:03] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:03] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:03] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:03] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:03] INFO     creating network constraints\n",
      "[2021-06-25 11:19:03] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:03] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:03] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:03] INFO     creating group constraints\n",
      "[2021-06-25 11:19:03] INFO     creating export constraints\n",
      "[2021-06-25 11:19:03] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:03] INFO     Backend: iteration 2: sending model to solver. Time since start of model run: 0:00:13.449744\n",
      "[2021-06-25 11:19:03] INFO     Backend: iteration 2: solver finished running. Time since start of model run: 0:00:13.601799\n",
      "[2021-06-25 11:19:03] INFO     Backend: iteration 2: generated solution array. Time since start of model run: 0:00:13.657449\n",
      "[2021-06-25 11:19:03] INFO     Backend: iteration 3: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:04] INFO     Loading sets\n",
      "[2021-06-25 11:19:04] INFO     Loading parameters\n",
      "[2021-06-25 11:19:04] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:04] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:04] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:04] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:04] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:04] INFO     creating network constraints\n",
      "[2021-06-25 11:19:04] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:04] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:04] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:04] INFO     creating group constraints\n",
      "[2021-06-25 11:19:04] INFO     creating export constraints\n",
      "[2021-06-25 11:19:04] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:04] INFO     Backend: iteration 3: sending model to solver. Time since start of model run: 0:00:13.984341\n",
      "[2021-06-25 11:19:04] INFO     Backend: iteration 3: solver finished running. Time since start of model run: 0:00:14.093413\n",
      "[2021-06-25 11:19:04] INFO     Backend: iteration 3: generated solution array. Time since start of model run: 0:00:14.149242\n",
      "[2021-06-25 11:19:04] INFO     Backend: iteration 4: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:04] INFO     Loading sets\n",
      "[2021-06-25 11:19:04] INFO     Loading parameters\n",
      "[2021-06-25 11:19:04] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:04] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:04] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:04] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:04] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:04] INFO     creating network constraints\n",
      "[2021-06-25 11:19:04] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:04] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:04] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:04] INFO     creating group constraints\n",
      "[2021-06-25 11:19:04] INFO     creating export constraints\n",
      "[2021-06-25 11:19:04] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:04] INFO     Backend: iteration 4: sending model to solver. Time since start of model run: 0:00:14.410504\n",
      "[2021-06-25 11:19:04] INFO     Backend: iteration 4: solver finished running. Time since start of model run: 0:00:14.494855\n",
      "[2021-06-25 11:19:04] INFO     Backend: iteration 4: generated solution array. Time since start of model run: 0:00:14.551457\n",
      "[2021-06-25 11:19:04] INFO     Backend: iteration 5: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:04] INFO     Loading sets\n",
      "[2021-06-25 11:19:04] INFO     Loading parameters\n",
      "[2021-06-25 11:19:05] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:05] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:05] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:05] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:05] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:05] INFO     creating network constraints\n",
      "[2021-06-25 11:19:05] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:05] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:05] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:05] INFO     creating group constraints\n",
      "[2021-06-25 11:19:05] INFO     creating export constraints\n",
      "[2021-06-25 11:19:05] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:05] INFO     Backend: iteration 5: sending model to solver. Time since start of model run: 0:00:14.819218\n",
      "[2021-06-25 11:19:05] INFO     Backend: iteration 5: solver finished running. Time since start of model run: 0:00:14.903195\n",
      "[2021-06-25 11:19:05] INFO     Backend: iteration 5: generated solution array. Time since start of model run: 0:00:14.959688\n",
      "[2021-06-25 11:19:05] INFO     Backend: iteration 6: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:05] INFO     Loading sets\n",
      "[2021-06-25 11:19:05] INFO     Loading parameters\n",
      "[2021-06-25 11:19:05] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:05] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:05] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:05] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:05] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:05] INFO     creating network constraints\n",
      "[2021-06-25 11:19:05] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:05] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:05] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:05] INFO     creating group constraints\n",
      "[2021-06-25 11:19:05] INFO     creating export constraints\n",
      "[2021-06-25 11:19:05] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:05] INFO     Backend: iteration 6: sending model to solver. Time since start of model run: 0:00:15.238335\n",
      "[2021-06-25 11:19:05] INFO     Backend: iteration 6: solver finished running. Time since start of model run: 0:00:15.323979\n",
      "[2021-06-25 11:19:05] INFO     Backend: iteration 6: generated solution array. Time since start of model run: 0:00:15.382065\n",
      "[2021-06-25 11:19:05] INFO     Backend: iteration 7: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:05] INFO     Loading sets\n",
      "[2021-06-25 11:19:05] INFO     Loading parameters\n",
      "[2021-06-25 11:19:05] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:05] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:05] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:05] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:05] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:05] INFO     creating network constraints\n",
      "[2021-06-25 11:19:05] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:05] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:05] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:05] INFO     creating group constraints\n",
      "[2021-06-25 11:19:05] INFO     creating export constraints\n",
      "[2021-06-25 11:19:05] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:05] INFO     Backend: iteration 7: sending model to solver. Time since start of model run: 0:00:15.710613\n",
      "[2021-06-25 11:19:06] INFO     Backend: iteration 7: solver finished running. Time since start of model run: 0:00:15.795867\n",
      "[2021-06-25 11:19:06] INFO     Backend: iteration 7: generated solution array. Time since start of model run: 0:00:15.854842\n",
      "[2021-06-25 11:19:06] INFO     Backend: iteration 8: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:06] INFO     Loading sets\n",
      "[2021-06-25 11:19:06] INFO     Loading parameters\n",
      "[2021-06-25 11:19:06] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:06] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:06] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:06] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:06] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:06] INFO     creating network constraints\n",
      "[2021-06-25 11:19:06] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:06] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:06] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:06] INFO     creating group constraints\n",
      "[2021-06-25 11:19:06] INFO     creating export constraints\n",
      "[2021-06-25 11:19:06] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:06] INFO     Backend: iteration 8: sending model to solver. Time since start of model run: 0:00:16.123565\n",
      "[2021-06-25 11:19:06] INFO     Backend: iteration 8: solver finished running. Time since start of model run: 0:00:16.206844\n",
      "[2021-06-25 11:19:06] INFO     Backend: iteration 8: generated solution array. Time since start of model run: 0:00:16.259529\n",
      "[2021-06-25 11:19:06] INFO     Backend: iteration 9: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:06] INFO     Loading sets\n",
      "[2021-06-25 11:19:06] INFO     Loading parameters\n",
      "[2021-06-25 11:19:06] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:06] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:06] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:06] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:06] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:06] INFO     creating network constraints\n",
      "[2021-06-25 11:19:06] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:06] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:06] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:06] INFO     creating group constraints\n",
      "[2021-06-25 11:19:06] INFO     creating export constraints\n",
      "[2021-06-25 11:19:06] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:06] INFO     Backend: iteration 9: sending model to solver. Time since start of model run: 0:00:16.513518\n",
      "[2021-06-25 11:19:06] INFO     Backend: iteration 9: solver finished running. Time since start of model run: 0:00:16.585259\n",
      "[2021-06-25 11:19:06] INFO     Backend: iteration 9: generated solution array. Time since start of model run: 0:00:16.635697\n",
      "[2021-06-25 11:19:06] INFO     Backend: iteration 10: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:06] INFO     Loading sets\n",
      "[2021-06-25 11:19:07] INFO     Loading parameters\n",
      "[2021-06-25 11:19:07] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:07] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:07] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:07] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:07] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:07] INFO     creating network constraints\n",
      "[2021-06-25 11:19:07] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:07] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:07] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:07] INFO     creating group constraints\n",
      "[2021-06-25 11:19:07] INFO     creating export constraints\n",
      "[2021-06-25 11:19:07] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:07] INFO     Backend: iteration 10: sending model to solver. Time since start of model run: 0:00:16.905523\n",
      "[2021-06-25 11:19:07] INFO     Backend: iteration 10: solver finished running. Time since start of model run: 0:00:16.991519\n",
      "[2021-06-25 11:19:07] INFO     Backend: iteration 10: generated solution array. Time since start of model run: 0:00:17.045952\n",
      "[2021-06-25 11:19:07] INFO     Backend: iteration 11: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:07] INFO     Loading sets\n",
      "[2021-06-25 11:19:07] INFO     Loading parameters\n",
      "[2021-06-25 11:19:07] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:07] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:07] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:07] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:07] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:07] INFO     creating network constraints\n",
      "[2021-06-25 11:19:07] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:07] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:07] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:07] INFO     creating group constraints\n",
      "[2021-06-25 11:19:07] INFO     creating export constraints\n",
      "[2021-06-25 11:19:07] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:07] INFO     Backend: iteration 11: sending model to solver. Time since start of model run: 0:00:17.309415\n",
      "[2021-06-25 11:19:07] INFO     Backend: iteration 11: solver finished running. Time since start of model run: 0:00:17.392345\n",
      "[2021-06-25 11:19:07] INFO     Backend: iteration 11: generated solution array. Time since start of model run: 0:00:17.444474\n",
      "[2021-06-25 11:19:07] INFO     Backend: iteration 12: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:07] INFO     Loading sets\n",
      "[2021-06-25 11:19:07] INFO     Loading parameters\n",
      "[2021-06-25 11:19:07] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:07] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:07] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:07] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:07] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:07] INFO     creating network constraints\n",
      "[2021-06-25 11:19:07] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:07] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:07] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:07] INFO     creating group constraints\n",
      "[2021-06-25 11:19:07] INFO     creating export constraints\n",
      "[2021-06-25 11:19:07] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:07] INFO     Backend: iteration 12: sending model to solver. Time since start of model run: 0:00:17.710414\n",
      "[2021-06-25 11:19:08] INFO     Backend: iteration 12: solver finished running. Time since start of model run: 0:00:17.795899\n",
      "[2021-06-25 11:19:08] INFO     Backend: iteration 12: generated solution array. Time since start of model run: 0:00:17.852617\n",
      "[2021-06-25 11:19:08] INFO     Backend: iteration 13: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:08] INFO     Loading sets\n",
      "[2021-06-25 11:19:08] INFO     Loading parameters\n",
      "[2021-06-25 11:19:08] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:08] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:08] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:08] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:08] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:08] INFO     creating network constraints\n",
      "[2021-06-25 11:19:08] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:08] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:08] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:08] INFO     creating group constraints\n",
      "[2021-06-25 11:19:08] INFO     creating export constraints\n",
      "[2021-06-25 11:19:08] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:08] INFO     Backend: iteration 13: sending model to solver. Time since start of model run: 0:00:18.111057\n",
      "[2021-06-25 11:19:08] INFO     Backend: iteration 13: solver finished running. Time since start of model run: 0:00:18.193407\n",
      "[2021-06-25 11:19:08] INFO     Backend: iteration 13: generated solution array. Time since start of model run: 0:00:18.246716\n",
      "[2021-06-25 11:19:08] INFO     Backend: iteration 14: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:08] INFO     Loading sets\n",
      "[2021-06-25 11:19:08] INFO     Loading parameters\n",
      "[2021-06-25 11:19:08] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:08] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:08] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:08] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:08] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:08] INFO     creating network constraints\n",
      "[2021-06-25 11:19:08] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:08] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:08] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:08] INFO     creating group constraints\n",
      "[2021-06-25 11:19:08] INFO     creating export constraints\n",
      "[2021-06-25 11:19:08] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:08] INFO     Backend: iteration 14: sending model to solver. Time since start of model run: 0:00:18.512991\n",
      "[2021-06-25 11:19:08] INFO     Backend: iteration 14: solver finished running. Time since start of model run: 0:00:18.599831\n",
      "[2021-06-25 11:19:08] INFO     Backend: iteration 14: generated solution array. Time since start of model run: 0:00:18.653245\n",
      "[2021-06-25 11:19:08] INFO     Backend: iteration 15: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:09] INFO     Loading sets\n",
      "[2021-06-25 11:19:09] INFO     Loading parameters\n",
      "[2021-06-25 11:19:09] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:09] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:09] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:09] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:09] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:09] INFO     creating network constraints\n",
      "[2021-06-25 11:19:09] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:09] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:09] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:09] INFO     creating group constraints\n",
      "[2021-06-25 11:19:09] INFO     creating export constraints\n",
      "[2021-06-25 11:19:09] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:09] INFO     Backend: iteration 15: sending model to solver. Time since start of model run: 0:00:18.914282\n",
      "[2021-06-25 11:19:09] INFO     Backend: iteration 15: solver finished running. Time since start of model run: 0:00:18.997549\n",
      "[2021-06-25 11:19:09] INFO     Backend: iteration 15: generated solution array. Time since start of model run: 0:00:19.051856\n",
      "[2021-06-25 11:19:09] INFO     Backend: iteration 16: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:09] INFO     Loading sets\n",
      "[2021-06-25 11:19:09] INFO     Loading parameters\n",
      "[2021-06-25 11:19:09] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:09] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:09] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:09] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:09] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:09] INFO     creating network constraints\n",
      "[2021-06-25 11:19:09] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:09] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:09] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:09] INFO     creating group constraints\n",
      "[2021-06-25 11:19:09] INFO     creating export constraints\n",
      "[2021-06-25 11:19:09] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:09] INFO     Backend: iteration 16: sending model to solver. Time since start of model run: 0:00:19.311026\n",
      "[2021-06-25 11:19:09] INFO     Backend: iteration 16: solver finished running. Time since start of model run: 0:00:19.392242\n",
      "[2021-06-25 11:19:09] INFO     Backend: iteration 16: generated solution array. Time since start of model run: 0:00:19.447120\n",
      "[2021-06-25 11:19:09] INFO     Backend: iteration 17: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:09] INFO     Loading sets\n",
      "[2021-06-25 11:19:09] INFO     Loading parameters\n",
      "[2021-06-25 11:19:09] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:09] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:09] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:09] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:09] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:09] INFO     creating network constraints\n",
      "[2021-06-25 11:19:09] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:09] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:09] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:09] INFO     creating group constraints\n",
      "[2021-06-25 11:19:09] INFO     creating export constraints\n",
      "[2021-06-25 11:19:09] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:09] INFO     Backend: iteration 17: sending model to solver. Time since start of model run: 0:00:19.710707\n",
      "[2021-06-25 11:19:10] INFO     Backend: iteration 17: solver finished running. Time since start of model run: 0:00:19.792342\n",
      "[2021-06-25 11:19:10] INFO     Backend: iteration 17: generated solution array. Time since start of model run: 0:00:19.845570\n",
      "[2021-06-25 11:19:10] INFO     Backend: iteration 18: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:10] INFO     Loading sets\n",
      "[2021-06-25 11:19:10] INFO     Loading parameters\n",
      "[2021-06-25 11:19:10] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:10] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:10] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:10] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:10] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:10] INFO     creating network constraints\n",
      "[2021-06-25 11:19:10] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:10] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:10] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:10] INFO     creating group constraints\n",
      "[2021-06-25 11:19:10] INFO     creating export constraints\n",
      "[2021-06-25 11:19:10] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:10] INFO     Backend: iteration 18: sending model to solver. Time since start of model run: 0:00:20.164162\n",
      "[2021-06-25 11:19:10] INFO     Backend: iteration 18: solver finished running. Time since start of model run: 0:00:20.276835\n",
      "[2021-06-25 11:19:10] INFO     Backend: iteration 18: generated solution array. Time since start of model run: 0:00:20.334590\n",
      "[2021-06-25 11:19:10] INFO     Backend: iteration 19: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:10] INFO     Loading sets\n",
      "[2021-06-25 11:19:10] INFO     Loading parameters\n",
      "[2021-06-25 11:19:10] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:10] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:10] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:10] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:10] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:10] INFO     creating network constraints\n",
      "[2021-06-25 11:19:10] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:10] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:10] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:10] INFO     creating group constraints\n",
      "[2021-06-25 11:19:10] INFO     creating export constraints\n",
      "[2021-06-25 11:19:10] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:10] INFO     Backend: iteration 19: sending model to solver. Time since start of model run: 0:00:20.600919\n",
      "[2021-06-25 11:19:10] INFO     Backend: iteration 19: solver finished running. Time since start of model run: 0:00:20.688195\n",
      "[2021-06-25 11:19:11] INFO     Backend: iteration 19: generated solution array. Time since start of model run: 0:00:20.753116\n",
      "[2021-06-25 11:19:11] INFO     Backend: iteration 20: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:11] INFO     Loading sets\n",
      "[2021-06-25 11:19:11] INFO     Loading parameters\n",
      "[2021-06-25 11:19:11] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:11] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:11] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:11] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:11] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:11] INFO     creating network constraints\n",
      "[2021-06-25 11:19:11] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:11] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:11] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:11] INFO     creating group constraints\n",
      "[2021-06-25 11:19:11] INFO     creating export constraints\n",
      "[2021-06-25 11:19:11] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:11] INFO     Backend: iteration 20: sending model to solver. Time since start of model run: 0:00:21.044437\n",
      "[2021-06-25 11:19:11] INFO     Backend: iteration 20: solver finished running. Time since start of model run: 0:00:21.125060\n",
      "[2021-06-25 11:19:11] INFO     Backend: iteration 20: generated solution array. Time since start of model run: 0:00:21.180780\n",
      "[2021-06-25 11:19:11] INFO     Backend: iteration 21: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:11] INFO     Loading sets\n",
      "[2021-06-25 11:19:11] INFO     Loading parameters\n",
      "[2021-06-25 11:19:11] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:11] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:11] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:11] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:11] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:11] INFO     creating network constraints\n",
      "[2021-06-25 11:19:11] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:11] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:11] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:11] INFO     creating group constraints\n",
      "[2021-06-25 11:19:11] INFO     creating export constraints\n",
      "[2021-06-25 11:19:11] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:11] INFO     Backend: iteration 21: sending model to solver. Time since start of model run: 0:00:21.569463\n",
      "[2021-06-25 11:19:11] INFO     Backend: iteration 21: solver finished running. Time since start of model run: 0:00:21.659759\n",
      "[2021-06-25 11:19:11] INFO     Backend: iteration 21: generated solution array. Time since start of model run: 0:00:21.712472\n",
      "[2021-06-25 11:19:11] INFO     Backend: iteration 22: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:12] INFO     Loading sets\n",
      "[2021-06-25 11:19:12] INFO     Loading parameters\n",
      "[2021-06-25 11:19:12] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:12] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:12] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:12] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:12] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:12] INFO     creating network constraints\n",
      "[2021-06-25 11:19:12] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:12] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:12] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:12] INFO     creating group constraints\n",
      "[2021-06-25 11:19:12] INFO     creating export constraints\n",
      "[2021-06-25 11:19:12] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:12] INFO     Backend: iteration 22: sending model to solver. Time since start of model run: 0:00:21.971182\n",
      "[2021-06-25 11:19:12] INFO     Backend: iteration 22: solver finished running. Time since start of model run: 0:00:22.048695\n",
      "[2021-06-25 11:19:12] INFO     Backend: iteration 22: generated solution array. Time since start of model run: 0:00:22.098949\n",
      "[2021-06-25 11:19:12] INFO     Backend: iteration 23: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:12] INFO     Loading sets\n",
      "[2021-06-25 11:19:12] INFO     Loading parameters\n",
      "[2021-06-25 11:19:12] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:12] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:12] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:12] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:12] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:12] INFO     creating network constraints\n",
      "[2021-06-25 11:19:12] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:12] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:12] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:12] INFO     creating group constraints\n",
      "[2021-06-25 11:19:12] INFO     creating export constraints\n",
      "[2021-06-25 11:19:12] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:12] INFO     Backend: iteration 23: sending model to solver. Time since start of model run: 0:00:22.352442\n",
      "[2021-06-25 11:19:12] INFO     Backend: iteration 23: solver finished running. Time since start of model run: 0:00:22.432005\n",
      "[2021-06-25 11:19:12] INFO     Backend: iteration 23: generated solution array. Time since start of model run: 0:00:22.483429\n",
      "[2021-06-25 11:19:12] INFO     Backend: iteration 24: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:12] INFO     Loading sets\n",
      "[2021-06-25 11:19:12] INFO     Loading parameters\n",
      "[2021-06-25 11:19:12] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:12] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:12] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:12] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:12] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:12] INFO     creating network constraints\n",
      "[2021-06-25 11:19:12] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:12] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:12] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:12] INFO     creating group constraints\n",
      "[2021-06-25 11:19:12] INFO     creating export constraints\n",
      "[2021-06-25 11:19:12] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:13] INFO     Backend: iteration 24: sending model to solver. Time since start of model run: 0:00:22.754480\n",
      "[2021-06-25 11:19:13] INFO     Backend: iteration 24: solver finished running. Time since start of model run: 0:00:22.841931\n",
      "[2021-06-25 11:19:13] INFO     Backend: iteration 24: generated solution array. Time since start of model run: 0:00:22.895670\n",
      "[2021-06-25 11:19:13] INFO     Backend: iteration 25: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:13] INFO     Loading sets\n",
      "[2021-06-25 11:19:13] INFO     Loading parameters\n",
      "[2021-06-25 11:19:13] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:13] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:13] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:13] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:13] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:13] INFO     creating network constraints\n",
      "[2021-06-25 11:19:13] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:13] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:13] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:13] INFO     creating group constraints\n",
      "[2021-06-25 11:19:13] INFO     creating export constraints\n",
      "[2021-06-25 11:19:13] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:13] INFO     Backend: iteration 25: sending model to solver. Time since start of model run: 0:00:23.155528\n",
      "[2021-06-25 11:19:13] INFO     Backend: iteration 25: solver finished running. Time since start of model run: 0:00:23.237464\n",
      "[2021-06-25 11:19:13] INFO     Backend: iteration 25: generated solution array. Time since start of model run: 0:00:23.290730\n",
      "[2021-06-25 11:19:13] INFO     Backend: iteration 26: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:13] INFO     Loading sets\n",
      "[2021-06-25 11:19:13] INFO     Loading parameters\n",
      "[2021-06-25 11:19:13] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:13] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:13] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:13] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:13] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:13] INFO     creating network constraints\n",
      "[2021-06-25 11:19:13] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:13] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:13] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:13] INFO     creating group constraints\n",
      "[2021-06-25 11:19:13] INFO     creating export constraints\n",
      "[2021-06-25 11:19:13] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:13] INFO     Backend: iteration 26: sending model to solver. Time since start of model run: 0:00:23.547472\n",
      "[2021-06-25 11:19:13] INFO     Backend: iteration 26: solver finished running. Time since start of model run: 0:00:23.628615\n",
      "[2021-06-25 11:19:13] INFO     Backend: iteration 26: generated solution array. Time since start of model run: 0:00:23.681275\n",
      "[2021-06-25 11:19:13] INFO     Backend: iteration 27: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:14] INFO     Loading sets\n",
      "[2021-06-25 11:19:14] INFO     Loading parameters\n",
      "[2021-06-25 11:19:14] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:14] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:14] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:14] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:14] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:14] INFO     creating network constraints\n",
      "[2021-06-25 11:19:14] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:14] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:14] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:14] INFO     creating group constraints\n",
      "[2021-06-25 11:19:14] INFO     creating export constraints\n",
      "[2021-06-25 11:19:14] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:14] INFO     Backend: iteration 27: sending model to solver. Time since start of model run: 0:00:23.957725\n",
      "[2021-06-25 11:19:14] INFO     Backend: iteration 27: solver finished running. Time since start of model run: 0:00:24.043435\n",
      "[2021-06-25 11:19:14] INFO     Backend: iteration 27: generated solution array. Time since start of model run: 0:00:24.095691\n",
      "[2021-06-25 11:19:14] INFO     Backend: iteration 28: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:14] INFO     Loading sets\n",
      "[2021-06-25 11:19:14] INFO     Loading parameters\n",
      "[2021-06-25 11:19:14] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:14] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:14] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:14] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:14] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:14] INFO     creating network constraints\n",
      "[2021-06-25 11:19:14] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:14] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:14] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:14] INFO     creating group constraints\n",
      "[2021-06-25 11:19:14] INFO     creating export constraints\n",
      "[2021-06-25 11:19:14] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:14] INFO     Backend: iteration 28: sending model to solver. Time since start of model run: 0:00:24.357887\n",
      "[2021-06-25 11:19:14] INFO     Backend: iteration 28: solver finished running. Time since start of model run: 0:00:24.437287\n",
      "[2021-06-25 11:19:14] INFO     Backend: iteration 28: generated solution array. Time since start of model run: 0:00:24.490007\n",
      "[2021-06-25 11:19:14] INFO     Backend: iteration 29: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:14] INFO     Loading sets\n",
      "[2021-06-25 11:19:14] INFO     Loading parameters\n",
      "[2021-06-25 11:19:14] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:14] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:14] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:14] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:14] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:14] INFO     creating network constraints\n",
      "[2021-06-25 11:19:14] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:14] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:14] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:14] INFO     creating group constraints\n",
      "[2021-06-25 11:19:14] INFO     creating export constraints\n",
      "[2021-06-25 11:19:14] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:15] INFO     Backend: iteration 29: sending model to solver. Time since start of model run: 0:00:24.750561\n",
      "[2021-06-25 11:19:15] INFO     Backend: iteration 29: solver finished running. Time since start of model run: 0:00:24.832740\n",
      "[2021-06-25 11:19:15] INFO     Backend: iteration 29: generated solution array. Time since start of model run: 0:00:24.887644\n",
      "[2021-06-25 11:19:15] INFO     Backend: iteration 30: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:15] INFO     Loading sets\n",
      "[2021-06-25 11:19:15] INFO     Loading parameters\n",
      "[2021-06-25 11:19:15] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:15] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:15] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:15] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:15] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:15] INFO     creating network constraints\n",
      "[2021-06-25 11:19:15] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:15] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:15] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:15] INFO     creating group constraints\n",
      "[2021-06-25 11:19:15] INFO     creating export constraints\n",
      "[2021-06-25 11:19:15] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:15] INFO     Backend: iteration 30: sending model to solver. Time since start of model run: 0:00:25.149383\n",
      "[2021-06-25 11:19:15] INFO     Backend: iteration 30: solver finished running. Time since start of model run: 0:00:25.231790\n",
      "[2021-06-25 11:19:15] INFO     Backend: iteration 30: generated solution array. Time since start of model run: 0:00:25.285969\n",
      "[2021-06-25 11:19:15] INFO     Backend: iteration 31: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:15] INFO     Loading sets\n",
      "[2021-06-25 11:19:15] INFO     Loading parameters\n",
      "[2021-06-25 11:19:15] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:15] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:15] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:15] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:15] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:15] INFO     creating network constraints\n",
      "[2021-06-25 11:19:15] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:15] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:15] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:15] INFO     creating group constraints\n",
      "[2021-06-25 11:19:15] INFO     creating export constraints\n",
      "[2021-06-25 11:19:15] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:15] INFO     Backend: iteration 31: sending model to solver. Time since start of model run: 0:00:25.548042\n",
      "[2021-06-25 11:19:15] INFO     Backend: iteration 31: solver finished running. Time since start of model run: 0:00:25.631561\n",
      "[2021-06-25 11:19:15] INFO     Backend: iteration 31: generated solution array. Time since start of model run: 0:00:25.683329\n",
      "[2021-06-25 11:19:15] INFO     Backend: iteration 32: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:16] INFO     Loading sets\n",
      "[2021-06-25 11:19:16] INFO     Loading parameters\n",
      "[2021-06-25 11:19:16] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:16] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:16] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:16] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:16] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:16] INFO     creating network constraints\n",
      "[2021-06-25 11:19:16] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:16] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:16] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:16] INFO     creating group constraints\n",
      "[2021-06-25 11:19:16] INFO     creating export constraints\n",
      "[2021-06-25 11:19:16] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:16] INFO     Backend: iteration 32: sending model to solver. Time since start of model run: 0:00:25.946777\n",
      "[2021-06-25 11:19:16] INFO     Backend: iteration 32: solver finished running. Time since start of model run: 0:00:26.035505\n",
      "[2021-06-25 11:19:16] INFO     Backend: iteration 32: generated solution array. Time since start of model run: 0:00:26.090753\n",
      "[2021-06-25 11:19:16] INFO     Backend: iteration 33: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:16] INFO     Loading sets\n",
      "[2021-06-25 11:19:16] INFO     Loading parameters\n",
      "[2021-06-25 11:19:16] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:16] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:16] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:16] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:16] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:16] INFO     creating network constraints\n",
      "[2021-06-25 11:19:16] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:16] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:16] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:16] INFO     creating group constraints\n",
      "[2021-06-25 11:19:16] INFO     creating export constraints\n",
      "[2021-06-25 11:19:16] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:16] INFO     Backend: iteration 33: sending model to solver. Time since start of model run: 0:00:26.351798\n",
      "[2021-06-25 11:19:16] INFO     Backend: iteration 33: solver finished running. Time since start of model run: 0:00:26.434455\n",
      "[2021-06-25 11:19:16] INFO     Backend: iteration 33: generated solution array. Time since start of model run: 0:00:26.486547\n",
      "[2021-06-25 11:19:16] INFO     Backend: iteration 34: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:16] INFO     Loading sets\n",
      "[2021-06-25 11:19:16] INFO     Loading parameters\n",
      "[2021-06-25 11:19:16] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:16] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:16] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:16] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:16] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:16] INFO     creating network constraints\n",
      "[2021-06-25 11:19:16] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:16] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:16] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:16] INFO     creating group constraints\n",
      "[2021-06-25 11:19:16] INFO     creating export constraints\n",
      "[2021-06-25 11:19:16] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:17] INFO     Backend: iteration 34: sending model to solver. Time since start of model run: 0:00:26.744183\n",
      "[2021-06-25 11:19:17] INFO     Backend: iteration 34: solver finished running. Time since start of model run: 0:00:26.824177\n",
      "[2021-06-25 11:19:17] INFO     Backend: iteration 34: generated solution array. Time since start of model run: 0:00:26.875874\n",
      "[2021-06-25 11:19:17] INFO     Backend: iteration 35: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:17] INFO     Loading sets\n",
      "[2021-06-25 11:19:17] INFO     Loading parameters\n",
      "[2021-06-25 11:19:17] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:17] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:17] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:17] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:17] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:17] INFO     creating network constraints\n",
      "[2021-06-25 11:19:17] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:17] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:17] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:17] INFO     creating group constraints\n",
      "[2021-06-25 11:19:17] INFO     creating export constraints\n",
      "[2021-06-25 11:19:17] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:17] INFO     Backend: iteration 35: sending model to solver. Time since start of model run: 0:00:27.129951\n",
      "[2021-06-25 11:19:17] INFO     Backend: iteration 35: solver finished running. Time since start of model run: 0:00:27.211558\n",
      "[2021-06-25 11:19:17] INFO     Backend: iteration 35: generated solution array. Time since start of model run: 0:00:27.266429\n",
      "[2021-06-25 11:19:17] INFO     Backend: iteration 36: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:17] INFO     Loading sets\n",
      "[2021-06-25 11:19:17] INFO     Loading parameters\n",
      "[2021-06-25 11:19:17] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:17] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:17] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:17] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:17] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:17] INFO     creating network constraints\n",
      "[2021-06-25 11:19:17] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:17] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:17] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:17] INFO     creating group constraints\n",
      "[2021-06-25 11:19:17] INFO     creating export constraints\n",
      "[2021-06-25 11:19:17] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:17] INFO     Backend: iteration 36: sending model to solver. Time since start of model run: 0:00:27.582203\n",
      "[2021-06-25 11:19:17] INFO     Backend: iteration 36: solver finished running. Time since start of model run: 0:00:27.664447\n",
      "[2021-06-25 11:19:17] INFO     Backend: iteration 36: generated solution array. Time since start of model run: 0:00:27.720713\n",
      "[2021-06-25 11:19:17] INFO     Backend: iteration 37: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:18] INFO     Loading sets\n",
      "[2021-06-25 11:19:18] INFO     Loading parameters\n",
      "[2021-06-25 11:19:18] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:18] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:18] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:18] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:18] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:18] INFO     creating network constraints\n",
      "[2021-06-25 11:19:18] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:18] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:18] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:18] INFO     creating group constraints\n",
      "[2021-06-25 11:19:18] INFO     creating export constraints\n",
      "[2021-06-25 11:19:18] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:18] INFO     Backend: iteration 37: sending model to solver. Time since start of model run: 0:00:28.001306\n",
      "[2021-06-25 11:19:18] INFO     Backend: iteration 37: solver finished running. Time since start of model run: 0:00:28.136149\n",
      "[2021-06-25 11:19:18] INFO     Backend: iteration 37: generated solution array. Time since start of model run: 0:00:28.207350\n",
      "[2021-06-25 11:19:18] INFO     Backend: iteration 38: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:18] INFO     Loading sets\n",
      "[2021-06-25 11:19:18] INFO     Loading parameters\n",
      "[2021-06-25 11:19:18] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:18] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:18] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:18] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:18] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:18] INFO     creating network constraints\n",
      "[2021-06-25 11:19:18] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:18] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:18] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:18] INFO     creating group constraints\n",
      "[2021-06-25 11:19:18] INFO     creating export constraints\n",
      "[2021-06-25 11:19:18] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:18] INFO     Backend: iteration 38: sending model to solver. Time since start of model run: 0:00:28.478833\n",
      "[2021-06-25 11:19:18] INFO     Backend: iteration 38: solver finished running. Time since start of model run: 0:00:28.571801\n",
      "[2021-06-25 11:19:18] INFO     Backend: iteration 38: generated solution array. Time since start of model run: 0:00:28.627288\n",
      "[2021-06-25 11:19:18] INFO     Backend: iteration 39: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:18] INFO     Loading sets\n",
      "[2021-06-25 11:19:19] INFO     Loading parameters\n",
      "[2021-06-25 11:19:19] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:19] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:19] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:19] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:19] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:19] INFO     creating network constraints\n",
      "[2021-06-25 11:19:19] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:19] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:19] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:19] INFO     creating group constraints\n",
      "[2021-06-25 11:19:19] INFO     creating export constraints\n",
      "[2021-06-25 11:19:19] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:19] INFO     Backend: iteration 39: sending model to solver. Time since start of model run: 0:00:28.897394\n",
      "[2021-06-25 11:19:19] INFO     Backend: iteration 39: solver finished running. Time since start of model run: 0:00:28.984681\n",
      "[2021-06-25 11:19:19] INFO     Backend: iteration 39: generated solution array. Time since start of model run: 0:00:29.038903\n",
      "[2021-06-25 11:19:19] INFO     Backend: iteration 40: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:19] INFO     Loading sets\n",
      "[2021-06-25 11:19:19] INFO     Loading parameters\n",
      "[2021-06-25 11:19:19] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:19] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:19] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:19] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:19] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:19] INFO     creating network constraints\n",
      "[2021-06-25 11:19:19] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:19] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:19] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:19] INFO     creating group constraints\n",
      "[2021-06-25 11:19:19] INFO     creating export constraints\n",
      "[2021-06-25 11:19:19] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:19] INFO     Backend: iteration 40: sending model to solver. Time since start of model run: 0:00:29.317346\n",
      "[2021-06-25 11:19:19] INFO     Backend: iteration 40: solver finished running. Time since start of model run: 0:00:29.404651\n",
      "[2021-06-25 11:19:19] INFO     Backend: iteration 40: generated solution array. Time since start of model run: 0:00:29.458739\n",
      "[2021-06-25 11:19:19] INFO     Backend: iteration 41: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:19] INFO     Loading sets\n",
      "[2021-06-25 11:19:19] INFO     Loading parameters\n",
      "[2021-06-25 11:19:19] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:19] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:19] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:19] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:19] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:19] INFO     creating network constraints\n",
      "[2021-06-25 11:19:19] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:19] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:19] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:19] INFO     creating group constraints\n",
      "[2021-06-25 11:19:19] INFO     creating export constraints\n",
      "[2021-06-25 11:19:19] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:19] INFO     Backend: iteration 41: sending model to solver. Time since start of model run: 0:00:29.727191\n",
      "[2021-06-25 11:19:20] INFO     Backend: iteration 41: solver finished running. Time since start of model run: 0:00:29.816618\n",
      "[2021-06-25 11:19:20] INFO     Backend: iteration 41: generated solution array. Time since start of model run: 0:00:29.874501\n",
      "[2021-06-25 11:19:20] INFO     Backend: iteration 42: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:20] INFO     Loading sets\n",
      "[2021-06-25 11:19:20] INFO     Loading parameters\n",
      "[2021-06-25 11:19:20] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:20] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:20] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:20] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:20] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:20] INFO     creating network constraints\n",
      "[2021-06-25 11:19:20] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:20] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:20] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:20] INFO     creating group constraints\n",
      "[2021-06-25 11:19:20] INFO     creating export constraints\n",
      "[2021-06-25 11:19:20] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:20] INFO     Backend: iteration 42: sending model to solver. Time since start of model run: 0:00:30.158892\n",
      "[2021-06-25 11:19:20] INFO     Backend: iteration 42: solver finished running. Time since start of model run: 0:00:30.250531\n",
      "[2021-06-25 11:19:20] INFO     Backend: iteration 42: generated solution array. Time since start of model run: 0:00:30.306977\n",
      "[2021-06-25 11:19:20] INFO     Backend: iteration 43: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:20] INFO     Loading sets\n",
      "[2021-06-25 11:19:20] INFO     Loading parameters\n",
      "[2021-06-25 11:19:20] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:20] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:20] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:20] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:20] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:20] INFO     creating network constraints\n",
      "[2021-06-25 11:19:20] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:20] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:20] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:20] INFO     creating group constraints\n",
      "[2021-06-25 11:19:20] INFO     creating export constraints\n",
      "[2021-06-25 11:19:20] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:20] INFO     Backend: iteration 43: sending model to solver. Time since start of model run: 0:00:30.579329\n",
      "[2021-06-25 11:19:20] INFO     Backend: iteration 43: solver finished running. Time since start of model run: 0:00:30.668383\n",
      "[2021-06-25 11:19:20] INFO     Backend: iteration 43: generated solution array. Time since start of model run: 0:00:30.724555\n",
      "[2021-06-25 11:19:20] INFO     Backend: iteration 44: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:21] INFO     Loading sets\n",
      "[2021-06-25 11:19:21] INFO     Loading parameters\n",
      "[2021-06-25 11:19:21] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:21] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:21] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:21] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:21] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:21] INFO     creating network constraints\n",
      "[2021-06-25 11:19:21] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:21] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:21] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:21] INFO     creating group constraints\n",
      "[2021-06-25 11:19:21] INFO     creating export constraints\n",
      "[2021-06-25 11:19:21] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:21] INFO     Backend: iteration 44: sending model to solver. Time since start of model run: 0:00:30.991731\n",
      "[2021-06-25 11:19:21] INFO     Backend: iteration 44: solver finished running. Time since start of model run: 0:00:31.078373\n",
      "[2021-06-25 11:19:21] INFO     Backend: iteration 44: generated solution array. Time since start of model run: 0:00:31.132627\n",
      "[2021-06-25 11:19:21] INFO     Backend: iteration 45: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:21] INFO     Loading sets\n",
      "[2021-06-25 11:19:21] INFO     Loading parameters\n",
      "[2021-06-25 11:19:21] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:21] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:21] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:21] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:21] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:21] INFO     creating network constraints\n",
      "[2021-06-25 11:19:21] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:21] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:21] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:21] INFO     creating group constraints\n",
      "[2021-06-25 11:19:21] INFO     creating export constraints\n",
      "[2021-06-25 11:19:21] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:21] INFO     Backend: iteration 45: sending model to solver. Time since start of model run: 0:00:31.405362\n",
      "[2021-06-25 11:19:21] INFO     Backend: iteration 45: solver finished running. Time since start of model run: 0:00:31.491446\n",
      "[2021-06-25 11:19:21] INFO     Backend: iteration 45: generated solution array. Time since start of model run: 0:00:31.546835\n",
      "[2021-06-25 11:19:21] INFO     Backend: iteration 46: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:21] INFO     Loading sets\n",
      "[2021-06-25 11:19:21] INFO     Loading parameters\n",
      "[2021-06-25 11:19:22] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:22] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:22] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:22] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:22] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:22] INFO     creating network constraints\n",
      "[2021-06-25 11:19:22] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:22] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:22] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:22] INFO     creating group constraints\n",
      "[2021-06-25 11:19:22] INFO     creating export constraints\n",
      "[2021-06-25 11:19:22] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:22] INFO     Backend: iteration 46: sending model to solver. Time since start of model run: 0:00:31.824185\n",
      "[2021-06-25 11:19:22] INFO     Backend: iteration 46: solver finished running. Time since start of model run: 0:00:31.910472\n",
      "[2021-06-25 11:19:22] INFO     Backend: iteration 46: generated solution array. Time since start of model run: 0:00:31.967468\n",
      "[2021-06-25 11:19:22] INFO     Backend: iteration 47: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:22] INFO     Loading sets\n",
      "[2021-06-25 11:19:22] INFO     Loading parameters\n",
      "[2021-06-25 11:19:22] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:22] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:22] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:22] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:22] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:22] INFO     creating network constraints\n",
      "[2021-06-25 11:19:22] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:22] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:22] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:22] INFO     creating group constraints\n",
      "[2021-06-25 11:19:22] INFO     creating export constraints\n",
      "[2021-06-25 11:19:22] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:22] INFO     Backend: iteration 47: sending model to solver. Time since start of model run: 0:00:32.242537\n",
      "[2021-06-25 11:19:22] INFO     Backend: iteration 47: solver finished running. Time since start of model run: 0:00:32.330614\n",
      "[2021-06-25 11:19:22] INFO     Backend: iteration 47: generated solution array. Time since start of model run: 0:00:32.385115\n",
      "[2021-06-25 11:19:22] INFO     Backend: iteration 48: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:22] INFO     Loading sets\n",
      "[2021-06-25 11:19:22] INFO     Loading parameters\n",
      "[2021-06-25 11:19:22] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:22] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:22] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:22] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:22] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:22] INFO     creating network constraints\n",
      "[2021-06-25 11:19:22] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:22] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:22] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:22] INFO     creating group constraints\n",
      "[2021-06-25 11:19:22] INFO     creating export constraints\n",
      "[2021-06-25 11:19:22] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:22] INFO     Backend: iteration 48: sending model to solver. Time since start of model run: 0:00:32.663597\n",
      "[2021-06-25 11:19:23] INFO     Backend: iteration 48: solver finished running. Time since start of model run: 0:00:32.749952\n",
      "[2021-06-25 11:19:23] INFO     Backend: iteration 48: generated solution array. Time since start of model run: 0:00:32.803324\n",
      "[2021-06-25 11:19:23] INFO     Backend: iteration 49: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:23] INFO     Loading sets\n",
      "[2021-06-25 11:19:23] INFO     Loading parameters\n",
      "[2021-06-25 11:19:23] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:23] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:23] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:23] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:23] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:23] INFO     creating network constraints\n",
      "[2021-06-25 11:19:23] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:23] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:23] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:23] INFO     creating group constraints\n",
      "[2021-06-25 11:19:23] INFO     creating export constraints\n",
      "[2021-06-25 11:19:23] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:23] INFO     Backend: iteration 49: sending model to solver. Time since start of model run: 0:00:33.082368\n",
      "[2021-06-25 11:19:23] INFO     Backend: iteration 49: solver finished running. Time since start of model run: 0:00:33.168825\n",
      "[2021-06-25 11:19:23] INFO     Backend: iteration 49: generated solution array. Time since start of model run: 0:00:33.226019\n",
      "[2021-06-25 11:19:23] INFO     Backend: iteration 50: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:23] INFO     Loading sets\n",
      "[2021-06-25 11:19:23] INFO     Loading parameters\n",
      "[2021-06-25 11:19:23] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:23] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:23] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:23] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:23] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:23] INFO     creating network constraints\n",
      "[2021-06-25 11:19:23] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:23] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:23] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:23] INFO     creating group constraints\n",
      "[2021-06-25 11:19:23] INFO     creating export constraints\n",
      "[2021-06-25 11:19:23] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:23] INFO     Backend: iteration 50: sending model to solver. Time since start of model run: 0:00:33.492809\n",
      "[2021-06-25 11:19:23] INFO     Backend: iteration 50: solver finished running. Time since start of model run: 0:00:33.582983\n",
      "[2021-06-25 11:19:23] INFO     Backend: iteration 50: generated solution array. Time since start of model run: 0:00:33.641120\n",
      "[2021-06-25 11:19:23] INFO     Backend: iteration 51: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:24] INFO     Loading sets\n",
      "[2021-06-25 11:19:24] INFO     Loading parameters\n",
      "[2021-06-25 11:19:24] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:24] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:24] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:24] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:24] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:24] INFO     creating network constraints\n",
      "[2021-06-25 11:19:24] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:24] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:24] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:24] INFO     creating group constraints\n",
      "[2021-06-25 11:19:24] INFO     creating export constraints\n",
      "[2021-06-25 11:19:24] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:24] INFO     Backend: iteration 51: sending model to solver. Time since start of model run: 0:00:33.973993\n",
      "[2021-06-25 11:19:24] INFO     Backend: iteration 51: solver finished running. Time since start of model run: 0:00:34.067842\n",
      "[2021-06-25 11:19:24] INFO     Backend: iteration 51: generated solution array. Time since start of model run: 0:00:34.126637\n",
      "[2021-06-25 11:19:24] INFO     Backend: iteration 52: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:24] INFO     Loading sets\n",
      "[2021-06-25 11:19:24] INFO     Loading parameters\n",
      "[2021-06-25 11:19:24] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:24] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:24] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:24] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:24] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:24] INFO     creating network constraints\n",
      "[2021-06-25 11:19:24] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:24] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:24] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:24] INFO     creating group constraints\n",
      "[2021-06-25 11:19:24] INFO     creating export constraints\n",
      "[2021-06-25 11:19:24] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:24] INFO     Backend: iteration 52: sending model to solver. Time since start of model run: 0:00:34.409063\n",
      "[2021-06-25 11:19:24] INFO     Backend: iteration 52: solver finished running. Time since start of model run: 0:00:34.502309\n",
      "[2021-06-25 11:19:24] INFO     Backend: iteration 52: generated solution array. Time since start of model run: 0:00:34.560038\n",
      "[2021-06-25 11:19:24] INFO     Backend: iteration 53: generating new model for end of timeseries, with horizon = 24.0 timesteps\n",
      "[2021-06-25 11:19:24] INFO     Loading sets\n",
      "[2021-06-25 11:19:24] INFO     Loading parameters\n",
      "[2021-06-25 11:19:25] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:25] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:25] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:25] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:25] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:25] INFO     creating network constraints\n",
      "[2021-06-25 11:19:25] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:25] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:25] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:25] INFO     creating group constraints\n",
      "[2021-06-25 11:19:25] INFO     creating export constraints\n",
      "[2021-06-25 11:19:25] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:25] INFO     Backend: iteration 53: sending model to solver. Time since start of model run: 0:00:34.805196\n",
      "[2021-06-25 11:19:25] INFO     Backend: iteration 53: solver finished running. Time since start of model run: 0:00:34.834652\n",
      "[2021-06-25 11:19:25] INFO     Backend: iteration 53: generated solution array. Time since start of model run: 0:00:34.883881\n",
      "[2021-06-25 11:19:25] INFO     Backend: generated full solution array. Time since start of model run: 0:00:34.995442\n",
      "[2021-06-25 11:19:25] INFO     Postprocessing: started\n",
      "[2021-06-25 11:19:25] INFO     Postprocessing: All values < 1e-10 set to 0 in system_balance\n",
      "[2021-06-25 11:19:25] INFO     Postprocessing: ended. Time since start of model run: 0:00:35.110824\n",
      "locs        GBR  IRL\n",
      "timesteps           \n",
      "2016-01-01  0.0  0.0\n",
      "2016-01-02  0.0  0.0\n",
      "2016-01-03  0.0  0.0\n",
      "2016-01-04  0.0  0.0\n",
      "2016-01-05  0.0  0.0\n",
      "carriers     locs  timesteps \n",
      "electricity  GBR   2016-01-01    0.000000\n",
      "                   2016-01-02    0.000000\n",
      "                   2016-01-03    0.000000\n",
      "                   2016-01-04    0.000000\n",
      "                   2016-01-05    0.000000\n",
      "                                   ...   \n",
      "             IRL   2016-12-27    0.000713\n",
      "                   2016-12-28    0.000661\n",
      "                   2016-12-29    0.000823\n",
      "                   2016-12-30    0.000857\n",
      "                   2016-12-31    0.000775\n",
      "Name: carrier_prod, Length: 730, dtype: float64\n",
      "carriers     locs  timesteps \n",
      "electricity  GBR   2016-01-01   -0.041734\n",
      "                   2016-01-02   -0.040688\n",
      "                   2016-01-03   -0.041447\n",
      "                   2016-01-04   -0.040604\n",
      "                   2016-01-05   -0.042568\n",
      "                                   ...   \n",
      "             IRL   2016-12-27   -0.003412\n",
      "                   2016-12-28   -0.003373\n",
      "                   2016-12-29   -0.003543\n",
      "                   2016-12-30   -0.003585\n",
      "                   2016-12-31   -0.003573\n",
      "Name: carrier_con, Length: 730, dtype: float64\n",
      "EENS = [0.43610338 0.43330622 0.         0.        ]\n",
      "SAIFI = [31.20839968 33.07336998  0.          0.        ]\n",
      "SAIDI = [749.00159226 793.7608796    0.           0.        ]\n",
      "ASUI = [0.08550246 0.09061197 0.         0.        ]\n",
      "[2021-06-25 11:19:25] INFO     Model: initialising\n",
      "[2021-06-25 11:19:26] INFO     Applying the following overrides from scenario definition: ['dispatch', 'freeze-hydro-capacities', 'load-shedding'] \n",
      "[2021-06-25 11:19:26] INFO     `locations.GBR.techs.hydro_reservoir.constraints.energy_cap_equals`:0.005240000000000001 applied from override as new configuration\n",
      "`locations.GBR.techs.hydro_reservoir.constraints.storage_cap_equals`:4.719944197044335 applied from override as new configuration\n",
      "`locations.GBR.techs.hydro_run_of_river.constraints.energy_cap_equals`:0.008484750000000003 applied from override as new configuration\n",
      "`locations.GBR.techs.load_shedding`:None applied from override as new configuration\n",
      "`locations.GBR.techs.pumped_hydro.constraints.energy_cap_equals`:0.029050000000000003 applied from override as new configuration\n",
      "`locations.GBR.techs.pumped_hydro.constraints.storage_cap_equals`:0.267 applied from override as new configuration\n",
      "`locations.IRL.techs.hydro_reservoir.constraints.energy_cap_equals`:1e-05 applied from override as new configuration\n",
      "`locations.IRL.techs.hydro_reservoir.constraints.storage_cap_equals`:0.009007527093596061 applied from override as new configuration\n",
      "`locations.IRL.techs.hydro_run_of_river.constraints.energy_cap_equals`:0.00216 applied from override as new configuration\n",
      "`locations.IRL.techs.load_shedding`:None applied from override as new configuration\n",
      "`locations.IRL.techs.pumped_hydro.constraints.energy_cap_equals`:0.0029200000000000003 applied from override as new configuration\n",
      "`locations.IRL.techs.pumped_hydro.constraints.storage_cap_equals`:0.018000000000000002 applied from override as new configuration\n",
      "Override applied to run.cyclic_storage: True -> False\n",
      "Override applied to run.mode: plan -> operate\n",
      "Override applied to run.operation.horizon: None -> 8760\n",
      "Override applied to run.operation.window: None -> 168\n",
      "`techs.load_shedding.constraints.energy_cap_equals`:1 applied from override as new configuration\n",
      "Override applied to techs.load_shedding.costs.monetary.om_prod: 0.8 -> 0.08\n",
      "Override applied to techs.load_shedding.essentials.carrier: electricity -> electricity\n",
      "Override applied to techs.load_shedding.essentials.name: Load shedding as last resort -> Load shedding\n",
      "Override applied to techs.load_shedding.essentials.parent: supply -> supply\n",
      "[2021-06-25 11:19:26] INFO     `battery` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:19:26] INFO     `biofuel` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:19:26] INFO     `hydro_reservoir` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:19:26] INFO     `hydrogen` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:19:26] INFO     `pumped_hydro` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:19:26] INFO     `battery` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:19:26] INFO     `biofuel` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:19:26] INFO     `hydro_reservoir` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:19:26] INFO     `hydrogen` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:19:26] INFO     `pumped_hydro` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:19:26] INFO     Model: preprocessing stage 1 (model_run)\n",
      "[2021-06-25 11:19:26] INFO     Model: preprocessing stage 2 (model_data)\n",
      "[2021-06-25 11:19:33] INFO     Model: preprocessing complete\n",
      "[2021-06-25 11:19:33] INFO     Backend: starting model run in operational mode\n",
      "[2021-06-25 11:19:34] WARNING  /home/users/train015/.conda/envs/euro-calliope/lib/python3.7/site-packages/calliope/exceptions.py:60: ModelWarning:\n",
      "\n",
      "Possible issues found during model processing:\n",
      " * Initial stored energy not defined, set to zero for all loc::techs in loc_techs_store, for use in iterative optimisation\n",
      " * Resource capacity constraint defined and set to infinity for all supply_plus techs\n",
      "\n",
      "\n",
      "[2021-06-25 11:19:34] INFO     Backend: generating initial model\n",
      "[2021-06-25 11:19:34] INFO     Loading sets\n",
      "[2021-06-25 11:19:34] INFO     Loading parameters\n",
      "[2021-06-25 11:19:34] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:34] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:34] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:35] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:35] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:35] INFO     creating network constraints\n",
      "[2021-06-25 11:19:35] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:35] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:35] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:35] INFO     creating group constraints\n",
      "[2021-06-25 11:19:35] INFO     creating export constraints\n",
      "[2021-06-25 11:19:35] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:35] INFO     Backend: iteration 1: sending model to solver. Time since start of model run: 0:00:02.289051\n",
      "[2021-06-25 11:19:39] INFO     Backend: iteration 1: solver finished running. Time since start of model run: 0:00:06.319653\n",
      "[2021-06-25 11:19:40] INFO     Backend: iteration 1: generated solution array. Time since start of model run: 0:00:06.629641\n",
      "[2021-06-25 11:19:40] INFO     Backend: iteration 2: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:40] INFO     Loading sets\n",
      "[2021-06-25 11:19:40] INFO     Loading parameters\n",
      "[2021-06-25 11:19:40] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:40] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:40] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:40] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:40] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:40] INFO     creating network constraints\n",
      "[2021-06-25 11:19:40] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:40] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:40] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:40] INFO     creating group constraints\n",
      "[2021-06-25 11:19:40] INFO     creating export constraints\n",
      "[2021-06-25 11:19:40] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:40] INFO     Backend: iteration 2: sending model to solver. Time since start of model run: 0:00:06.884335\n",
      "[2021-06-25 11:19:40] INFO     Backend: iteration 2: solver finished running. Time since start of model run: 0:00:07.014756\n",
      "[2021-06-25 11:19:40] INFO     Backend: iteration 2: generated solution array. Time since start of model run: 0:00:07.069551\n",
      "[2021-06-25 11:19:40] INFO     Backend: iteration 3: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:40] INFO     Loading sets\n",
      "[2021-06-25 11:19:40] INFO     Loading parameters\n",
      "[2021-06-25 11:19:40] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:40] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:40] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:40] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:40] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:40] INFO     creating network constraints\n",
      "[2021-06-25 11:19:40] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:40] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:40] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:40] INFO     creating group constraints\n",
      "[2021-06-25 11:19:40] INFO     creating export constraints\n",
      "[2021-06-25 11:19:40] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:40] INFO     Backend: iteration 3: sending model to solver. Time since start of model run: 0:00:07.325897\n",
      "[2021-06-25 11:19:40] INFO     Backend: iteration 3: solver finished running. Time since start of model run: 0:00:07.406764\n",
      "[2021-06-25 11:19:41] INFO     Backend: iteration 3: generated solution array. Time since start of model run: 0:00:07.458068\n",
      "[2021-06-25 11:19:41] INFO     Backend: iteration 4: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:41] INFO     Loading sets\n",
      "[2021-06-25 11:19:41] INFO     Loading parameters\n",
      "[2021-06-25 11:19:41] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:41] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:41] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:41] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:41] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:41] INFO     creating network constraints\n",
      "[2021-06-25 11:19:41] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:41] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:41] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:41] INFO     creating group constraints\n",
      "[2021-06-25 11:19:41] INFO     creating export constraints\n",
      "[2021-06-25 11:19:41] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:41] INFO     Backend: iteration 4: sending model to solver. Time since start of model run: 0:00:07.783741\n",
      "[2021-06-25 11:19:41] INFO     Backend: iteration 4: solver finished running. Time since start of model run: 0:00:07.864888\n",
      "[2021-06-25 11:19:41] INFO     Backend: iteration 4: generated solution array. Time since start of model run: 0:00:07.920118\n",
      "[2021-06-25 11:19:41] INFO     Backend: iteration 5: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:41] INFO     Loading sets\n",
      "[2021-06-25 11:19:41] INFO     Loading parameters\n",
      "[2021-06-25 11:19:41] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:41] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:41] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:41] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:41] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:41] INFO     creating network constraints\n",
      "[2021-06-25 11:19:41] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:41] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:41] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:41] INFO     creating group constraints\n",
      "[2021-06-25 11:19:41] INFO     creating export constraints\n",
      "[2021-06-25 11:19:41] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:41] INFO     Backend: iteration 5: sending model to solver. Time since start of model run: 0:00:08.186668\n",
      "[2021-06-25 11:19:41] INFO     Backend: iteration 5: solver finished running. Time since start of model run: 0:00:08.268093\n",
      "[2021-06-25 11:19:41] INFO     Backend: iteration 5: generated solution array. Time since start of model run: 0:00:08.320085\n",
      "[2021-06-25 11:19:41] INFO     Backend: iteration 6: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:41] INFO     Loading sets\n",
      "[2021-06-25 11:19:41] INFO     Loading parameters\n",
      "[2021-06-25 11:19:42] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:42] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:42] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:42] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:42] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:42] INFO     creating network constraints\n",
      "[2021-06-25 11:19:42] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:42] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:42] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:42] INFO     creating group constraints\n",
      "[2021-06-25 11:19:42] INFO     creating export constraints\n",
      "[2021-06-25 11:19:42] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:42] INFO     Backend: iteration 6: sending model to solver. Time since start of model run: 0:00:08.578290\n",
      "[2021-06-25 11:19:42] INFO     Backend: iteration 6: solver finished running. Time since start of model run: 0:00:08.665158\n",
      "[2021-06-25 11:19:42] INFO     Backend: iteration 6: generated solution array. Time since start of model run: 0:00:08.721451\n",
      "[2021-06-25 11:19:42] INFO     Backend: iteration 7: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:42] INFO     Loading sets\n",
      "[2021-06-25 11:19:42] INFO     Loading parameters\n",
      "[2021-06-25 11:19:42] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:42] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:42] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:42] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:42] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:42] INFO     creating network constraints\n",
      "[2021-06-25 11:19:42] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:42] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:42] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:42] INFO     creating group constraints\n",
      "[2021-06-25 11:19:42] INFO     creating export constraints\n",
      "[2021-06-25 11:19:42] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:42] INFO     Backend: iteration 7: sending model to solver. Time since start of model run: 0:00:08.992582\n",
      "[2021-06-25 11:19:42] INFO     Backend: iteration 7: solver finished running. Time since start of model run: 0:00:09.074584\n",
      "[2021-06-25 11:19:42] INFO     Backend: iteration 7: generated solution array. Time since start of model run: 0:00:09.126359\n",
      "[2021-06-25 11:19:42] INFO     Backend: iteration 8: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:42] INFO     Loading sets\n",
      "[2021-06-25 11:19:42] INFO     Loading parameters\n",
      "[2021-06-25 11:19:42] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:42] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:42] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:42] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:42] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:42] INFO     creating network constraints\n",
      "[2021-06-25 11:19:42] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:42] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:42] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:42] INFO     creating group constraints\n",
      "[2021-06-25 11:19:42] INFO     creating export constraints\n",
      "[2021-06-25 11:19:42] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:42] INFO     Backend: iteration 8: sending model to solver. Time since start of model run: 0:00:09.394276\n",
      "[2021-06-25 11:19:43] INFO     Backend: iteration 8: solver finished running. Time since start of model run: 0:00:09.479365\n",
      "[2021-06-25 11:19:43] INFO     Backend: iteration 8: generated solution array. Time since start of model run: 0:00:09.531393\n",
      "[2021-06-25 11:19:43] INFO     Backend: iteration 9: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:43] INFO     Loading sets\n",
      "[2021-06-25 11:19:43] INFO     Loading parameters\n",
      "[2021-06-25 11:19:43] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:43] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:43] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:43] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:43] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:43] INFO     creating network constraints\n",
      "[2021-06-25 11:19:43] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:43] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:43] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:43] INFO     creating group constraints\n",
      "[2021-06-25 11:19:43] INFO     creating export constraints\n",
      "[2021-06-25 11:19:43] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:43] INFO     Backend: iteration 9: sending model to solver. Time since start of model run: 0:00:09.858292\n",
      "[2021-06-25 11:19:43] INFO     Backend: iteration 9: solver finished running. Time since start of model run: 0:00:09.934886\n",
      "[2021-06-25 11:19:43] INFO     Backend: iteration 9: generated solution array. Time since start of model run: 0:00:09.991440\n",
      "[2021-06-25 11:19:43] INFO     Backend: iteration 10: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:43] INFO     Loading sets\n",
      "[2021-06-25 11:19:43] INFO     Loading parameters\n",
      "[2021-06-25 11:19:43] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:43] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:43] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:43] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:43] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:43] INFO     creating network constraints\n",
      "[2021-06-25 11:19:43] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:43] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:43] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:43] INFO     creating group constraints\n",
      "[2021-06-25 11:19:43] INFO     creating export constraints\n",
      "[2021-06-25 11:19:43] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:43] INFO     Backend: iteration 10: sending model to solver. Time since start of model run: 0:00:10.263932\n",
      "[2021-06-25 11:19:43] INFO     Backend: iteration 10: solver finished running. Time since start of model run: 0:00:10.342959\n",
      "[2021-06-25 11:19:43] INFO     Backend: iteration 10: generated solution array. Time since start of model run: 0:00:10.395979\n",
      "[2021-06-25 11:19:43] INFO     Backend: iteration 11: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:44] INFO     Loading sets\n",
      "[2021-06-25 11:19:44] INFO     Loading parameters\n",
      "[2021-06-25 11:19:44] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:44] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:44] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:44] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:44] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:44] INFO     creating network constraints\n",
      "[2021-06-25 11:19:44] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:44] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:44] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:44] INFO     creating group constraints\n",
      "[2021-06-25 11:19:44] INFO     creating export constraints\n",
      "[2021-06-25 11:19:44] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:44] INFO     Backend: iteration 11: sending model to solver. Time since start of model run: 0:00:10.671000\n",
      "[2021-06-25 11:19:44] INFO     Backend: iteration 11: solver finished running. Time since start of model run: 0:00:10.752296\n",
      "[2021-06-25 11:19:44] INFO     Backend: iteration 11: generated solution array. Time since start of model run: 0:00:10.806240\n",
      "[2021-06-25 11:19:44] INFO     Backend: iteration 12: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:44] INFO     Loading sets\n",
      "[2021-06-25 11:19:44] INFO     Loading parameters\n",
      "[2021-06-25 11:19:44] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:44] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:44] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:44] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:44] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:44] INFO     creating network constraints\n",
      "[2021-06-25 11:19:44] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:44] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:44] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:44] INFO     creating group constraints\n",
      "[2021-06-25 11:19:44] INFO     creating export constraints\n",
      "[2021-06-25 11:19:44] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:44] INFO     Backend: iteration 12: sending model to solver. Time since start of model run: 0:00:11.076350\n",
      "[2021-06-25 11:19:44] INFO     Backend: iteration 12: solver finished running. Time since start of model run: 0:00:11.156305\n",
      "[2021-06-25 11:19:44] INFO     Backend: iteration 12: generated solution array. Time since start of model run: 0:00:11.209126\n",
      "[2021-06-25 11:19:44] INFO     Backend: iteration 13: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:44] INFO     Loading sets\n",
      "[2021-06-25 11:19:44] INFO     Loading parameters\n",
      "[2021-06-25 11:19:44] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:44] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:44] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:44] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:44] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:44] INFO     creating network constraints\n",
      "[2021-06-25 11:19:44] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:44] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:44] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:44] INFO     creating group constraints\n",
      "[2021-06-25 11:19:44] INFO     creating export constraints\n",
      "[2021-06-25 11:19:44] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:45] INFO     Backend: iteration 13: sending model to solver. Time since start of model run: 0:00:11.483474\n",
      "[2021-06-25 11:19:45] INFO     Backend: iteration 13: solver finished running. Time since start of model run: 0:00:11.601093\n",
      "[2021-06-25 11:19:45] INFO     Backend: iteration 13: generated solution array. Time since start of model run: 0:00:11.656919\n",
      "[2021-06-25 11:19:45] INFO     Backend: iteration 14: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:45] INFO     Loading sets\n",
      "[2021-06-25 11:19:45] INFO     Loading parameters\n",
      "[2021-06-25 11:19:45] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:45] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:45] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:45] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:45] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:45] INFO     creating network constraints\n",
      "[2021-06-25 11:19:45] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:45] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:45] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:45] INFO     creating group constraints\n",
      "[2021-06-25 11:19:45] INFO     creating export constraints\n",
      "[2021-06-25 11:19:45] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:45] INFO     Backend: iteration 14: sending model to solver. Time since start of model run: 0:00:11.931572\n",
      "[2021-06-25 11:19:45] INFO     Backend: iteration 14: solver finished running. Time since start of model run: 0:00:12.011539\n",
      "[2021-06-25 11:19:45] INFO     Backend: iteration 14: generated solution array. Time since start of model run: 0:00:12.063020\n",
      "[2021-06-25 11:19:45] INFO     Backend: iteration 15: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:45] INFO     Loading sets\n",
      "[2021-06-25 11:19:45] INFO     Loading parameters\n",
      "[2021-06-25 11:19:45] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:45] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:45] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:45] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:45] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:45] INFO     creating network constraints\n",
      "[2021-06-25 11:19:45] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:45] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:45] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:45] INFO     creating group constraints\n",
      "[2021-06-25 11:19:45] INFO     creating export constraints\n",
      "[2021-06-25 11:19:45] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:45] INFO     Backend: iteration 15: sending model to solver. Time since start of model run: 0:00:12.332441\n",
      "[2021-06-25 11:19:45] INFO     Backend: iteration 15: solver finished running. Time since start of model run: 0:00:12.414164\n",
      "[2021-06-25 11:19:46] INFO     Backend: iteration 15: generated solution array. Time since start of model run: 0:00:12.469274\n",
      "[2021-06-25 11:19:46] INFO     Backend: iteration 16: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:46] INFO     Loading sets\n",
      "[2021-06-25 11:19:46] INFO     Loading parameters\n",
      "[2021-06-25 11:19:46] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:46] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:46] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:46] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:46] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:46] INFO     creating network constraints\n",
      "[2021-06-25 11:19:46] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:46] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:46] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:46] INFO     creating group constraints\n",
      "[2021-06-25 11:19:46] INFO     creating export constraints\n",
      "[2021-06-25 11:19:46] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:46] INFO     Backend: iteration 16: sending model to solver. Time since start of model run: 0:00:12.743387\n",
      "[2021-06-25 11:19:46] INFO     Backend: iteration 16: solver finished running. Time since start of model run: 0:00:12.824141\n",
      "[2021-06-25 11:19:46] INFO     Backend: iteration 16: generated solution array. Time since start of model run: 0:00:12.876879\n",
      "[2021-06-25 11:19:46] INFO     Backend: iteration 17: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:46] INFO     Loading sets\n",
      "[2021-06-25 11:19:46] INFO     Loading parameters\n",
      "[2021-06-25 11:19:46] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:46] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:46] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:46] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:46] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:46] INFO     creating network constraints\n",
      "[2021-06-25 11:19:46] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:46] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:46] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:46] INFO     creating group constraints\n",
      "[2021-06-25 11:19:46] INFO     creating export constraints\n",
      "[2021-06-25 11:19:46] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:46] INFO     Backend: iteration 17: sending model to solver. Time since start of model run: 0:00:13.151453\n",
      "[2021-06-25 11:19:46] INFO     Backend: iteration 17: solver finished running. Time since start of model run: 0:00:13.235096\n",
      "[2021-06-25 11:19:46] INFO     Backend: iteration 17: generated solution array. Time since start of model run: 0:00:13.289045\n",
      "[2021-06-25 11:19:46] INFO     Backend: iteration 18: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:46] INFO     Loading sets\n",
      "[2021-06-25 11:19:46] INFO     Loading parameters\n",
      "[2021-06-25 11:19:47] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:47] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:47] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:47] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:47] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:47] INFO     creating network constraints\n",
      "[2021-06-25 11:19:47] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:47] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:47] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:47] INFO     creating group constraints\n",
      "[2021-06-25 11:19:47] INFO     creating export constraints\n",
      "[2021-06-25 11:19:47] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:47] INFO     Backend: iteration 18: sending model to solver. Time since start of model run: 0:00:13.558960\n",
      "[2021-06-25 11:19:47] INFO     Backend: iteration 18: solver finished running. Time since start of model run: 0:00:13.640119\n",
      "[2021-06-25 11:19:47] INFO     Backend: iteration 18: generated solution array. Time since start of model run: 0:00:13.691393\n",
      "[2021-06-25 11:19:47] INFO     Backend: iteration 19: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:47] INFO     Loading sets\n",
      "[2021-06-25 11:19:47] INFO     Loading parameters\n",
      "[2021-06-25 11:19:47] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:47] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:47] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:47] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:47] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:47] INFO     creating network constraints\n",
      "[2021-06-25 11:19:47] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:47] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:47] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:47] INFO     creating group constraints\n",
      "[2021-06-25 11:19:47] INFO     creating export constraints\n",
      "[2021-06-25 11:19:47] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:47] INFO     Backend: iteration 19: sending model to solver. Time since start of model run: 0:00:13.951710\n",
      "[2021-06-25 11:19:47] INFO     Backend: iteration 19: solver finished running. Time since start of model run: 0:00:14.032450\n",
      "[2021-06-25 11:19:47] INFO     Backend: iteration 19: generated solution array. Time since start of model run: 0:00:14.087842\n",
      "[2021-06-25 11:19:47] INFO     Backend: iteration 20: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:47] INFO     Loading sets\n",
      "[2021-06-25 11:19:47] INFO     Loading parameters\n",
      "[2021-06-25 11:19:47] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:47] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:47] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:47] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:47] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:47] INFO     creating network constraints\n",
      "[2021-06-25 11:19:47] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:47] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:47] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:47] INFO     creating group constraints\n",
      "[2021-06-25 11:19:47] INFO     creating export constraints\n",
      "[2021-06-25 11:19:47] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:47] INFO     Backend: iteration 20: sending model to solver. Time since start of model run: 0:00:14.402782\n",
      "[2021-06-25 11:19:48] INFO     Backend: iteration 20: solver finished running. Time since start of model run: 0:00:14.502810\n",
      "[2021-06-25 11:19:48] INFO     Backend: iteration 20: generated solution array. Time since start of model run: 0:00:14.556486\n",
      "[2021-06-25 11:19:48] INFO     Backend: iteration 21: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:48] INFO     Loading sets\n",
      "[2021-06-25 11:19:48] INFO     Loading parameters\n",
      "[2021-06-25 11:19:48] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:48] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:48] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:48] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:48] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:48] INFO     creating network constraints\n",
      "[2021-06-25 11:19:48] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:48] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:48] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:48] INFO     creating group constraints\n",
      "[2021-06-25 11:19:48] INFO     creating export constraints\n",
      "[2021-06-25 11:19:48] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:48] INFO     Backend: iteration 21: sending model to solver. Time since start of model run: 0:00:14.811376\n",
      "[2021-06-25 11:19:48] INFO     Backend: iteration 21: solver finished running. Time since start of model run: 0:00:14.890412\n",
      "[2021-06-25 11:19:48] INFO     Backend: iteration 21: generated solution array. Time since start of model run: 0:00:14.943177\n",
      "[2021-06-25 11:19:48] INFO     Backend: iteration 22: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:48] INFO     Loading sets\n",
      "[2021-06-25 11:19:48] INFO     Loading parameters\n",
      "[2021-06-25 11:19:48] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:48] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:48] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:48] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:48] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:48] INFO     creating network constraints\n",
      "[2021-06-25 11:19:48] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:48] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:48] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:48] INFO     creating group constraints\n",
      "[2021-06-25 11:19:48] INFO     creating export constraints\n",
      "[2021-06-25 11:19:48] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:48] INFO     Backend: iteration 22: sending model to solver. Time since start of model run: 0:00:15.205802\n",
      "[2021-06-25 11:19:48] INFO     Backend: iteration 22: solver finished running. Time since start of model run: 0:00:15.287380\n",
      "[2021-06-25 11:19:48] INFO     Backend: iteration 22: generated solution array. Time since start of model run: 0:00:15.340707\n",
      "[2021-06-25 11:19:48] INFO     Backend: iteration 23: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:48] INFO     Loading sets\n",
      "[2021-06-25 11:19:48] INFO     Loading parameters\n",
      "[2021-06-25 11:19:49] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:49] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:49] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:49] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:49] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:49] INFO     creating network constraints\n",
      "[2021-06-25 11:19:49] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:49] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:49] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:49] INFO     creating group constraints\n",
      "[2021-06-25 11:19:49] INFO     creating export constraints\n",
      "[2021-06-25 11:19:49] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:49] INFO     Backend: iteration 23: sending model to solver. Time since start of model run: 0:00:15.665353\n",
      "[2021-06-25 11:19:49] INFO     Backend: iteration 23: solver finished running. Time since start of model run: 0:00:15.745772\n",
      "[2021-06-25 11:19:49] INFO     Backend: iteration 23: generated solution array. Time since start of model run: 0:00:15.798161\n",
      "[2021-06-25 11:19:49] INFO     Backend: iteration 24: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:49] INFO     Loading sets\n",
      "[2021-06-25 11:19:49] INFO     Loading parameters\n",
      "[2021-06-25 11:19:49] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:49] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:49] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:49] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:49] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:49] INFO     creating network constraints\n",
      "[2021-06-25 11:19:49] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:49] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:49] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:49] INFO     creating group constraints\n",
      "[2021-06-25 11:19:49] INFO     creating export constraints\n",
      "[2021-06-25 11:19:49] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:49] INFO     Backend: iteration 24: sending model to solver. Time since start of model run: 0:00:16.079155\n",
      "[2021-06-25 11:19:49] INFO     Backend: iteration 24: solver finished running. Time since start of model run: 0:00:16.160170\n",
      "[2021-06-25 11:19:49] INFO     Backend: iteration 24: generated solution array. Time since start of model run: 0:00:16.215159\n",
      "[2021-06-25 11:19:49] INFO     Backend: iteration 25: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:49] INFO     Loading sets\n",
      "[2021-06-25 11:19:49] INFO     Loading parameters\n",
      "[2021-06-25 11:19:49] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:49] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:49] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:49] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:49] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:49] INFO     creating network constraints\n",
      "[2021-06-25 11:19:49] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:49] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:49] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:49] INFO     creating group constraints\n",
      "[2021-06-25 11:19:49] INFO     creating export constraints\n",
      "[2021-06-25 11:19:49] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:50] INFO     Backend: iteration 25: sending model to solver. Time since start of model run: 0:00:16.487857\n",
      "[2021-06-25 11:19:50] INFO     Backend: iteration 25: solver finished running. Time since start of model run: 0:00:16.568920\n",
      "[2021-06-25 11:19:50] INFO     Backend: iteration 25: generated solution array. Time since start of model run: 0:00:16.625142\n",
      "[2021-06-25 11:19:50] INFO     Backend: iteration 26: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:50] INFO     Loading sets\n",
      "[2021-06-25 11:19:50] INFO     Loading parameters\n",
      "[2021-06-25 11:19:50] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:50] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:50] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:50] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:50] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:50] INFO     creating network constraints\n",
      "[2021-06-25 11:19:50] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:50] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:50] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:50] INFO     creating group constraints\n",
      "[2021-06-25 11:19:50] INFO     creating export constraints\n",
      "[2021-06-25 11:19:50] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:50] INFO     Backend: iteration 26: sending model to solver. Time since start of model run: 0:00:16.900251\n",
      "[2021-06-25 11:19:50] INFO     Backend: iteration 26: solver finished running. Time since start of model run: 0:00:16.981169\n",
      "[2021-06-25 11:19:50] INFO     Backend: iteration 26: generated solution array. Time since start of model run: 0:00:17.032675\n",
      "[2021-06-25 11:19:50] INFO     Backend: iteration 27: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:50] INFO     Loading sets\n",
      "[2021-06-25 11:19:50] INFO     Loading parameters\n",
      "[2021-06-25 11:19:50] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:50] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:50] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:50] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:50] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:50] INFO     creating network constraints\n",
      "[2021-06-25 11:19:50] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:50] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:50] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:50] INFO     creating group constraints\n",
      "[2021-06-25 11:19:50] INFO     creating export constraints\n",
      "[2021-06-25 11:19:50] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:50] INFO     Backend: iteration 27: sending model to solver. Time since start of model run: 0:00:17.286316\n",
      "[2021-06-25 11:19:50] INFO     Backend: iteration 27: solver finished running. Time since start of model run: 0:00:17.367320\n",
      "[2021-06-25 11:19:50] INFO     Backend: iteration 27: generated solution array. Time since start of model run: 0:00:17.419819\n",
      "[2021-06-25 11:19:50] INFO     Backend: iteration 28: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:51] INFO     Loading sets\n",
      "[2021-06-25 11:19:51] INFO     Loading parameters\n",
      "[2021-06-25 11:19:51] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:51] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:51] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:51] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:51] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:51] INFO     creating network constraints\n",
      "[2021-06-25 11:19:51] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:51] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:51] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:51] INFO     creating group constraints\n",
      "[2021-06-25 11:19:51] INFO     creating export constraints\n",
      "[2021-06-25 11:19:51] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:51] INFO     Backend: iteration 28: sending model to solver. Time since start of model run: 0:00:17.691439\n",
      "[2021-06-25 11:19:51] INFO     Backend: iteration 28: solver finished running. Time since start of model run: 0:00:17.772912\n",
      "[2021-06-25 11:19:51] INFO     Backend: iteration 28: generated solution array. Time since start of model run: 0:00:17.826132\n",
      "[2021-06-25 11:19:51] INFO     Backend: iteration 29: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:51] INFO     Loading sets\n",
      "[2021-06-25 11:19:51] INFO     Loading parameters\n",
      "[2021-06-25 11:19:51] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:51] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:51] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:51] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:51] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:51] INFO     creating network constraints\n",
      "[2021-06-25 11:19:51] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:51] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:51] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:51] INFO     creating group constraints\n",
      "[2021-06-25 11:19:51] INFO     creating export constraints\n",
      "[2021-06-25 11:19:51] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:51] INFO     Backend: iteration 29: sending model to solver. Time since start of model run: 0:00:18.138776\n",
      "[2021-06-25 11:19:51] INFO     Backend: iteration 29: solver finished running. Time since start of model run: 0:00:18.236846\n",
      "[2021-06-25 11:19:51] INFO     Backend: iteration 29: generated solution array. Time since start of model run: 0:00:18.291178\n",
      "[2021-06-25 11:19:51] INFO     Backend: iteration 30: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:51] INFO     Loading sets\n",
      "[2021-06-25 11:19:51] INFO     Loading parameters\n",
      "[2021-06-25 11:19:52] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:52] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:52] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:52] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:52] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:52] INFO     creating network constraints\n",
      "[2021-06-25 11:19:52] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:52] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:52] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:52] INFO     creating group constraints\n",
      "[2021-06-25 11:19:52] INFO     creating export constraints\n",
      "[2021-06-25 11:19:52] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:52] INFO     Backend: iteration 30: sending model to solver. Time since start of model run: 0:00:18.639492\n",
      "[2021-06-25 11:19:52] INFO     Backend: iteration 30: solver finished running. Time since start of model run: 0:00:18.731503\n",
      "[2021-06-25 11:19:52] INFO     Backend: iteration 30: generated solution array. Time since start of model run: 0:00:18.787059\n",
      "[2021-06-25 11:19:52] INFO     Backend: iteration 31: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:52] INFO     Loading sets\n",
      "[2021-06-25 11:19:52] INFO     Loading parameters\n",
      "[2021-06-25 11:19:52] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:52] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:52] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:52] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:52] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:52] INFO     creating network constraints\n",
      "[2021-06-25 11:19:52] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:52] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:52] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:52] INFO     creating group constraints\n",
      "[2021-06-25 11:19:52] INFO     creating export constraints\n",
      "[2021-06-25 11:19:52] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:52] INFO     Backend: iteration 31: sending model to solver. Time since start of model run: 0:00:19.054455\n",
      "[2021-06-25 11:19:52] INFO     Backend: iteration 31: solver finished running. Time since start of model run: 0:00:19.135606\n",
      "[2021-06-25 11:19:52] INFO     Backend: iteration 31: generated solution array. Time since start of model run: 0:00:19.187112\n",
      "[2021-06-25 11:19:52] INFO     Backend: iteration 32: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:52] INFO     Loading sets\n",
      "[2021-06-25 11:19:52] INFO     Loading parameters\n",
      "[2021-06-25 11:19:52] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:52] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:52] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:52] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:52] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:52] INFO     creating network constraints\n",
      "[2021-06-25 11:19:52] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:52] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:52] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:52] INFO     creating group constraints\n",
      "[2021-06-25 11:19:52] INFO     creating export constraints\n",
      "[2021-06-25 11:19:52] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:52] INFO     Backend: iteration 32: sending model to solver. Time since start of model run: 0:00:19.454159\n",
      "[2021-06-25 11:19:53] INFO     Backend: iteration 32: solver finished running. Time since start of model run: 0:00:19.534621\n",
      "[2021-06-25 11:19:53] INFO     Backend: iteration 32: generated solution array. Time since start of model run: 0:00:19.589035\n",
      "[2021-06-25 11:19:53] INFO     Backend: iteration 33: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:53] INFO     Loading sets\n",
      "[2021-06-25 11:19:53] INFO     Loading parameters\n",
      "[2021-06-25 11:19:53] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:53] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:53] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:53] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:53] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:53] INFO     creating network constraints\n",
      "[2021-06-25 11:19:53] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:53] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:53] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:53] INFO     creating group constraints\n",
      "[2021-06-25 11:19:53] INFO     creating export constraints\n",
      "[2021-06-25 11:19:53] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:53] INFO     Backend: iteration 33: sending model to solver. Time since start of model run: 0:00:19.859749\n",
      "[2021-06-25 11:19:53] INFO     Backend: iteration 33: solver finished running. Time since start of model run: 0:00:19.942441\n",
      "[2021-06-25 11:19:53] INFO     Backend: iteration 33: generated solution array. Time since start of model run: 0:00:19.996674\n",
      "[2021-06-25 11:19:53] INFO     Backend: iteration 34: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:53] INFO     Loading sets\n",
      "[2021-06-25 11:19:53] INFO     Loading parameters\n",
      "[2021-06-25 11:19:53] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:53] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:53] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:53] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:53] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:53] INFO     creating network constraints\n",
      "[2021-06-25 11:19:53] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:53] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:53] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:53] INFO     creating group constraints\n",
      "[2021-06-25 11:19:53] INFO     creating export constraints\n",
      "[2021-06-25 11:19:53] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:53] INFO     Backend: iteration 34: sending model to solver. Time since start of model run: 0:00:20.259167\n",
      "[2021-06-25 11:19:53] INFO     Backend: iteration 34: solver finished running. Time since start of model run: 0:00:20.339023\n",
      "[2021-06-25 11:19:53] INFO     Backend: iteration 34: generated solution array. Time since start of model run: 0:00:20.391486\n",
      "[2021-06-25 11:19:53] INFO     Backend: iteration 35: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:54] INFO     Loading sets\n",
      "[2021-06-25 11:19:54] INFO     Loading parameters\n",
      "[2021-06-25 11:19:54] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:54] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:54] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:54] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:54] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:54] INFO     creating network constraints\n",
      "[2021-06-25 11:19:54] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:54] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:54] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:54] INFO     creating group constraints\n",
      "[2021-06-25 11:19:54] INFO     creating export constraints\n",
      "[2021-06-25 11:19:54] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:54] INFO     Backend: iteration 35: sending model to solver. Time since start of model run: 0:00:20.655704\n",
      "[2021-06-25 11:19:54] INFO     Backend: iteration 35: solver finished running. Time since start of model run: 0:00:20.737476\n",
      "[2021-06-25 11:19:54] INFO     Backend: iteration 35: generated solution array. Time since start of model run: 0:00:20.790304\n",
      "[2021-06-25 11:19:54] INFO     Backend: iteration 36: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:54] INFO     Loading sets\n",
      "[2021-06-25 11:19:54] INFO     Loading parameters\n",
      "[2021-06-25 11:19:54] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:54] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:54] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:54] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:54] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:54] INFO     creating network constraints\n",
      "[2021-06-25 11:19:54] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:54] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:54] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:54] INFO     creating group constraints\n",
      "[2021-06-25 11:19:54] INFO     creating export constraints\n",
      "[2021-06-25 11:19:54] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:54] INFO     Backend: iteration 36: sending model to solver. Time since start of model run: 0:00:21.059033\n",
      "[2021-06-25 11:19:54] INFO     Backend: iteration 36: solver finished running. Time since start of model run: 0:00:21.140422\n",
      "[2021-06-25 11:19:54] INFO     Backend: iteration 36: generated solution array. Time since start of model run: 0:00:21.192106\n",
      "[2021-06-25 11:19:54] INFO     Backend: iteration 37: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:54] INFO     Loading sets\n",
      "[2021-06-25 11:19:54] INFO     Loading parameters\n",
      "[2021-06-25 11:19:54] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:54] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:54] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:54] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:54] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:54] INFO     creating network constraints\n",
      "[2021-06-25 11:19:54] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:54] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:54] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:54] INFO     creating group constraints\n",
      "[2021-06-25 11:19:54] INFO     creating export constraints\n",
      "[2021-06-25 11:19:54] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:54] INFO     Backend: iteration 37: sending model to solver. Time since start of model run: 0:00:21.449045\n",
      "[2021-06-25 11:19:55] INFO     Backend: iteration 37: solver finished running. Time since start of model run: 0:00:21.532506\n",
      "[2021-06-25 11:19:55] INFO     Backend: iteration 37: generated solution array. Time since start of model run: 0:00:21.585112\n",
      "[2021-06-25 11:19:55] INFO     Backend: iteration 38: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:55] INFO     Loading sets\n",
      "[2021-06-25 11:19:55] INFO     Loading parameters\n",
      "[2021-06-25 11:19:55] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:55] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:55] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:55] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:55] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:55] INFO     creating network constraints\n",
      "[2021-06-25 11:19:55] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:55] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:55] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:55] INFO     creating group constraints\n",
      "[2021-06-25 11:19:55] INFO     creating export constraints\n",
      "[2021-06-25 11:19:55] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:55] INFO     Backend: iteration 38: sending model to solver. Time since start of model run: 0:00:21.849218\n",
      "[2021-06-25 11:19:55] INFO     Backend: iteration 38: solver finished running. Time since start of model run: 0:00:21.931990\n",
      "[2021-06-25 11:19:55] INFO     Backend: iteration 38: generated solution array. Time since start of model run: 0:00:21.985817\n",
      "[2021-06-25 11:19:55] INFO     Backend: iteration 39: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:55] INFO     Loading sets\n",
      "[2021-06-25 11:19:55] INFO     Loading parameters\n",
      "[2021-06-25 11:19:55] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:55] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:55] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:55] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:55] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:55] INFO     creating network constraints\n",
      "[2021-06-25 11:19:55] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:55] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:55] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:55] INFO     creating group constraints\n",
      "[2021-06-25 11:19:55] INFO     creating export constraints\n",
      "[2021-06-25 11:19:55] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:55] INFO     Backend: iteration 39: sending model to solver. Time since start of model run: 0:00:22.323832\n",
      "[2021-06-25 11:19:55] INFO     Backend: iteration 39: solver finished running. Time since start of model run: 0:00:22.408273\n",
      "[2021-06-25 11:19:56] INFO     Backend: iteration 39: generated solution array. Time since start of model run: 0:00:22.463362\n",
      "[2021-06-25 11:19:56] INFO     Backend: iteration 40: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:56] INFO     Loading sets\n",
      "[2021-06-25 11:19:56] INFO     Loading parameters\n",
      "[2021-06-25 11:19:56] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:56] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:56] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:56] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:56] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:56] INFO     creating network constraints\n",
      "[2021-06-25 11:19:56] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:56] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:56] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:56] INFO     creating group constraints\n",
      "[2021-06-25 11:19:56] INFO     creating export constraints\n",
      "[2021-06-25 11:19:56] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:56] INFO     Backend: iteration 40: sending model to solver. Time since start of model run: 0:00:22.739332\n",
      "[2021-06-25 11:19:56] INFO     Backend: iteration 40: solver finished running. Time since start of model run: 0:00:22.824006\n",
      "[2021-06-25 11:19:56] INFO     Backend: iteration 40: generated solution array. Time since start of model run: 0:00:22.877786\n",
      "[2021-06-25 11:19:56] INFO     Backend: iteration 41: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:56] INFO     Loading sets\n",
      "[2021-06-25 11:19:56] INFO     Loading parameters\n",
      "[2021-06-25 11:19:56] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:56] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:56] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:56] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:56] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:56] INFO     creating network constraints\n",
      "[2021-06-25 11:19:56] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:56] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:56] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:56] INFO     creating group constraints\n",
      "[2021-06-25 11:19:56] INFO     creating export constraints\n",
      "[2021-06-25 11:19:56] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:56] INFO     Backend: iteration 41: sending model to solver. Time since start of model run: 0:00:23.145762\n",
      "[2021-06-25 11:19:56] INFO     Backend: iteration 41: solver finished running. Time since start of model run: 0:00:23.231535\n",
      "[2021-06-25 11:19:56] INFO     Backend: iteration 41: generated solution array. Time since start of model run: 0:00:23.286431\n",
      "[2021-06-25 11:19:56] INFO     Backend: iteration 42: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:56] INFO     Loading sets\n",
      "[2021-06-25 11:19:56] INFO     Loading parameters\n",
      "[2021-06-25 11:19:57] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:57] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:57] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:57] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:57] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:57] INFO     creating network constraints\n",
      "[2021-06-25 11:19:57] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:57] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:57] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:57] INFO     creating group constraints\n",
      "[2021-06-25 11:19:57] INFO     creating export constraints\n",
      "[2021-06-25 11:19:57] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:57] INFO     Backend: iteration 42: sending model to solver. Time since start of model run: 0:00:23.558949\n",
      "[2021-06-25 11:19:57] INFO     Backend: iteration 42: solver finished running. Time since start of model run: 0:00:23.643522\n",
      "[2021-06-25 11:19:57] INFO     Backend: iteration 42: generated solution array. Time since start of model run: 0:00:23.696926\n",
      "[2021-06-25 11:19:57] INFO     Backend: iteration 43: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:57] INFO     Loading sets\n",
      "[2021-06-25 11:19:57] INFO     Loading parameters\n",
      "[2021-06-25 11:19:57] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:57] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:57] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:57] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:57] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:57] INFO     creating network constraints\n",
      "[2021-06-25 11:19:57] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:57] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:57] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:57] INFO     creating group constraints\n",
      "[2021-06-25 11:19:57] INFO     creating export constraints\n",
      "[2021-06-25 11:19:57] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:57] INFO     Backend: iteration 43: sending model to solver. Time since start of model run: 0:00:23.969199\n",
      "[2021-06-25 11:19:57] INFO     Backend: iteration 43: solver finished running. Time since start of model run: 0:00:24.055363\n",
      "[2021-06-25 11:19:57] INFO     Backend: iteration 43: generated solution array. Time since start of model run: 0:00:24.109088\n",
      "[2021-06-25 11:19:57] INFO     Backend: iteration 44: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:57] INFO     Loading sets\n",
      "[2021-06-25 11:19:57] INFO     Loading parameters\n",
      "[2021-06-25 11:19:57] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:57] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:57] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:57] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:57] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:57] INFO     creating network constraints\n",
      "[2021-06-25 11:19:57] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:57] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:57] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:57] INFO     creating group constraints\n",
      "[2021-06-25 11:19:57] INFO     creating export constraints\n",
      "[2021-06-25 11:19:57] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:57] INFO     Backend: iteration 44: sending model to solver. Time since start of model run: 0:00:24.374038\n",
      "[2021-06-25 11:19:58] INFO     Backend: iteration 44: solver finished running. Time since start of model run: 0:00:24.463008\n",
      "[2021-06-25 11:19:58] INFO     Backend: iteration 44: generated solution array. Time since start of model run: 0:00:24.520732\n",
      "[2021-06-25 11:19:58] INFO     Backend: iteration 45: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:58] INFO     Loading sets\n",
      "[2021-06-25 11:19:58] INFO     Loading parameters\n",
      "[2021-06-25 11:19:58] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:58] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:58] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:58] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:58] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:58] INFO     creating network constraints\n",
      "[2021-06-25 11:19:58] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:58] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:58] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:58] INFO     creating group constraints\n",
      "[2021-06-25 11:19:58] INFO     creating export constraints\n",
      "[2021-06-25 11:19:58] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:58] INFO     Backend: iteration 45: sending model to solver. Time since start of model run: 0:00:24.811292\n",
      "[2021-06-25 11:19:58] INFO     Backend: iteration 45: solver finished running. Time since start of model run: 0:00:24.909036\n",
      "[2021-06-25 11:19:58] INFO     Backend: iteration 45: generated solution array. Time since start of model run: 0:00:24.967879\n",
      "[2021-06-25 11:19:58] INFO     Backend: iteration 46: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:58] INFO     Loading sets\n",
      "[2021-06-25 11:19:58] INFO     Loading parameters\n",
      "[2021-06-25 11:19:58] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:58] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:58] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:58] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:58] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:58] INFO     creating network constraints\n",
      "[2021-06-25 11:19:58] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:58] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:58] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:58] INFO     creating group constraints\n",
      "[2021-06-25 11:19:58] INFO     creating export constraints\n",
      "[2021-06-25 11:19:58] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:58] INFO     Backend: iteration 46: sending model to solver. Time since start of model run: 0:00:25.250918\n",
      "[2021-06-25 11:19:58] INFO     Backend: iteration 46: solver finished running. Time since start of model run: 0:00:25.337586\n",
      "[2021-06-25 11:19:58] INFO     Backend: iteration 46: generated solution array. Time since start of model run: 0:00:25.388822\n",
      "[2021-06-25 11:19:58] INFO     Backend: iteration 47: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:59] INFO     Loading sets\n",
      "[2021-06-25 11:19:59] INFO     Loading parameters\n",
      "[2021-06-25 11:19:59] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:59] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:59] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:59] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:59] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:59] INFO     creating network constraints\n",
      "[2021-06-25 11:19:59] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:59] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:59] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:59] INFO     creating group constraints\n",
      "[2021-06-25 11:19:59] INFO     creating export constraints\n",
      "[2021-06-25 11:19:59] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:59] INFO     Backend: iteration 47: sending model to solver. Time since start of model run: 0:00:25.661290\n",
      "[2021-06-25 11:19:59] INFO     Backend: iteration 47: solver finished running. Time since start of model run: 0:00:25.748142\n",
      "[2021-06-25 11:19:59] INFO     Backend: iteration 47: generated solution array. Time since start of model run: 0:00:25.803550\n",
      "[2021-06-25 11:19:59] INFO     Backend: iteration 48: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:59] INFO     Loading sets\n",
      "[2021-06-25 11:19:59] INFO     Loading parameters\n",
      "[2021-06-25 11:19:59] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:59] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:59] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:59] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:59] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:19:59] INFO     creating network constraints\n",
      "[2021-06-25 11:19:59] INFO     creating policy constraints\n",
      "[2021-06-25 11:19:59] INFO     creating conversion constraints\n",
      "[2021-06-25 11:19:59] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:19:59] INFO     creating group constraints\n",
      "[2021-06-25 11:19:59] INFO     creating export constraints\n",
      "[2021-06-25 11:19:59] INFO     creating milp constraints\n",
      "[2021-06-25 11:19:59] INFO     Backend: iteration 48: sending model to solver. Time since start of model run: 0:00:26.080372\n",
      "[2021-06-25 11:19:59] INFO     Backend: iteration 48: solver finished running. Time since start of model run: 0:00:26.172640\n",
      "[2021-06-25 11:19:59] INFO     Backend: iteration 48: generated solution array. Time since start of model run: 0:00:26.230811\n",
      "[2021-06-25 11:19:59] INFO     Backend: iteration 49: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:19:59] INFO     Loading sets\n",
      "[2021-06-25 11:19:59] INFO     Loading parameters\n",
      "[2021-06-25 11:19:59] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:19:59] INFO     creating capacity constraints\n",
      "[2021-06-25 11:19:59] INFO     creating costs constraints\n",
      "[2021-06-25 11:19:59] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:19:59] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:00] INFO     creating network constraints\n",
      "[2021-06-25 11:20:00] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:00] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:00] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:00] INFO     creating group constraints\n",
      "[2021-06-25 11:20:00] INFO     creating export constraints\n",
      "[2021-06-25 11:20:00] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:00] INFO     Backend: iteration 49: sending model to solver. Time since start of model run: 0:00:26.548030\n",
      "[2021-06-25 11:20:00] INFO     Backend: iteration 49: solver finished running. Time since start of model run: 0:00:26.686221\n",
      "[2021-06-25 11:20:00] INFO     Backend: iteration 49: generated solution array. Time since start of model run: 0:00:26.753139\n",
      "[2021-06-25 11:20:00] INFO     Backend: iteration 50: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:00] INFO     Loading sets\n",
      "[2021-06-25 11:20:00] INFO     Loading parameters\n",
      "[2021-06-25 11:20:00] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:00] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:00] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:00] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:00] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:00] INFO     creating network constraints\n",
      "[2021-06-25 11:20:00] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:00] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:00] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:00] INFO     creating group constraints\n",
      "[2021-06-25 11:20:00] INFO     creating export constraints\n",
      "[2021-06-25 11:20:00] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:00] INFO     Backend: iteration 50: sending model to solver. Time since start of model run: 0:00:27.017362\n",
      "[2021-06-25 11:20:00] INFO     Backend: iteration 50: solver finished running. Time since start of model run: 0:00:27.100028\n",
      "[2021-06-25 11:20:00] INFO     Backend: iteration 50: generated solution array. Time since start of model run: 0:00:27.157134\n",
      "[2021-06-25 11:20:00] INFO     Backend: iteration 51: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:00] INFO     Loading sets\n",
      "[2021-06-25 11:20:00] INFO     Loading parameters\n",
      "[2021-06-25 11:20:00] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:00] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:00] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:00] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:00] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:00] INFO     creating network constraints\n",
      "[2021-06-25 11:20:00] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:00] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:00] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:00] INFO     creating group constraints\n",
      "[2021-06-25 11:20:00] INFO     creating export constraints\n",
      "[2021-06-25 11:20:00] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:00] INFO     Backend: iteration 51: sending model to solver. Time since start of model run: 0:00:27.429194\n",
      "[2021-06-25 11:20:01] INFO     Backend: iteration 51: solver finished running. Time since start of model run: 0:00:27.512853\n",
      "[2021-06-25 11:20:01] INFO     Backend: iteration 51: generated solution array. Time since start of model run: 0:00:27.568295\n",
      "[2021-06-25 11:20:01] INFO     Backend: iteration 52: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:01] INFO     Loading sets\n",
      "[2021-06-25 11:20:01] INFO     Loading parameters\n",
      "[2021-06-25 11:20:01] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:01] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:01] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:01] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:01] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:01] INFO     creating network constraints\n",
      "[2021-06-25 11:20:01] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:01] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:01] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:01] INFO     creating group constraints\n",
      "[2021-06-25 11:20:01] INFO     creating export constraints\n",
      "[2021-06-25 11:20:01] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:01] INFO     Backend: iteration 52: sending model to solver. Time since start of model run: 0:00:27.837015\n",
      "[2021-06-25 11:20:01] INFO     Backend: iteration 52: solver finished running. Time since start of model run: 0:00:27.920350\n",
      "[2021-06-25 11:20:01] INFO     Backend: iteration 52: generated solution array. Time since start of model run: 0:00:27.973629\n",
      "[2021-06-25 11:20:01] INFO     Backend: iteration 53: generating new model for end of timeseries, with horizon = 24.0 timesteps\n",
      "[2021-06-25 11:20:01] INFO     Loading sets\n",
      "[2021-06-25 11:20:01] INFO     Loading parameters\n",
      "[2021-06-25 11:20:01] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:01] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:01] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:01] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:01] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:01] INFO     creating network constraints\n",
      "[2021-06-25 11:20:01] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:01] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:01] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:01] INFO     creating group constraints\n",
      "[2021-06-25 11:20:01] INFO     creating export constraints\n",
      "[2021-06-25 11:20:01] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:01] INFO     Backend: iteration 53: sending model to solver. Time since start of model run: 0:00:28.223697\n",
      "[2021-06-25 11:20:01] INFO     Backend: iteration 53: solver finished running. Time since start of model run: 0:00:28.253339\n",
      "[2021-06-25 11:20:01] INFO     Backend: iteration 53: generated solution array. Time since start of model run: 0:00:28.304414\n",
      "[2021-06-25 11:20:01] INFO     Backend: generated full solution array. Time since start of model run: 0:00:28.412982\n",
      "[2021-06-25 11:20:01] INFO     Postprocessing: started\n",
      "[2021-06-25 11:20:02] INFO     Postprocessing: All values < 1e-10 set to 0 in system_balance\n",
      "[2021-06-25 11:20:02] INFO     Postprocessing: ended. Time since start of model run: 0:00:28.531700\n",
      "locs        GBR  IRL\n",
      "timesteps           \n",
      "2016-01-01  0.0  0.0\n",
      "2016-01-02  0.0  0.0\n",
      "2016-01-03  0.0  0.0\n",
      "2016-01-04  0.0  0.0\n",
      "2016-01-05  0.0  0.0\n",
      "carriers     locs  timesteps \n",
      "electricity  GBR   2016-01-01    0.000000\n",
      "                   2016-01-02    0.000000\n",
      "                   2016-01-03    0.000000\n",
      "                   2016-01-04    0.000000\n",
      "                   2016-01-05    0.000000\n",
      "                                   ...   \n",
      "             IRL   2016-12-27    0.000760\n",
      "                   2016-12-28    0.000738\n",
      "                   2016-12-29    0.000686\n",
      "                   2016-12-30    0.000817\n",
      "                   2016-12-31    0.000746\n",
      "Name: carrier_prod, Length: 730, dtype: float64\n",
      "carriers     locs  timesteps \n",
      "electricity  GBR   2016-01-01   -0.040611\n",
      "                   2016-01-02   -0.039960\n",
      "                   2016-01-03   -0.041501\n",
      "                   2016-01-04   -0.042561\n",
      "                   2016-01-05   -0.042805\n",
      "                                   ...   \n",
      "             IRL   2016-12-27   -0.003458\n",
      "                   2016-12-28   -0.003449\n",
      "                   2016-12-29   -0.003406\n",
      "                   2016-12-30   -0.003544\n",
      "                   2016-12-31   -0.003544\n",
      "Name: carrier_con, Length: 730, dtype: float64\n",
      "EENS = [0.43610338 0.43330622 0.4728731  0.        ]\n",
      "SAIFI = [31.20839968 33.07336998 33.2205249   0.        ]\n",
      "SAIDI = [749.00159226 793.7608796  797.29259768   0.        ]\n",
      "ASUI = [0.08550246 0.09061197 0.09101514 0.        ]\n",
      "[2021-06-25 11:20:02] INFO     Model: initialising\n",
      "[2021-06-25 11:20:02] INFO     Applying the following overrides from scenario definition: ['dispatch', 'freeze-hydro-capacities', 'load-shedding'] \n",
      "[2021-06-25 11:20:03] INFO     `locations.GBR.techs.hydro_reservoir.constraints.energy_cap_equals`:0.005240000000000001 applied from override as new configuration\n",
      "`locations.GBR.techs.hydro_reservoir.constraints.storage_cap_equals`:4.719944197044335 applied from override as new configuration\n",
      "`locations.GBR.techs.hydro_run_of_river.constraints.energy_cap_equals`:0.008484750000000003 applied from override as new configuration\n",
      "`locations.GBR.techs.load_shedding`:None applied from override as new configuration\n",
      "`locations.GBR.techs.pumped_hydro.constraints.energy_cap_equals`:0.029050000000000003 applied from override as new configuration\n",
      "`locations.GBR.techs.pumped_hydro.constraints.storage_cap_equals`:0.267 applied from override as new configuration\n",
      "`locations.IRL.techs.hydro_reservoir.constraints.energy_cap_equals`:1e-05 applied from override as new configuration\n",
      "`locations.IRL.techs.hydro_reservoir.constraints.storage_cap_equals`:0.009007527093596061 applied from override as new configuration\n",
      "`locations.IRL.techs.hydro_run_of_river.constraints.energy_cap_equals`:0.00216 applied from override as new configuration\n",
      "`locations.IRL.techs.load_shedding`:None applied from override as new configuration\n",
      "`locations.IRL.techs.pumped_hydro.constraints.energy_cap_equals`:0.0029200000000000003 applied from override as new configuration\n",
      "`locations.IRL.techs.pumped_hydro.constraints.storage_cap_equals`:0.018000000000000002 applied from override as new configuration\n",
      "Override applied to run.cyclic_storage: True -> False\n",
      "Override applied to run.mode: plan -> operate\n",
      "Override applied to run.operation.horizon: None -> 8760\n",
      "Override applied to run.operation.window: None -> 168\n",
      "`techs.load_shedding.constraints.energy_cap_equals`:1 applied from override as new configuration\n",
      "Override applied to techs.load_shedding.costs.monetary.om_prod: 0.8 -> 0.08\n",
      "Override applied to techs.load_shedding.essentials.carrier: electricity -> electricity\n",
      "Override applied to techs.load_shedding.essentials.name: Load shedding as last resort -> Load shedding\n",
      "Override applied to techs.load_shedding.essentials.parent: supply -> supply\n",
      "[2021-06-25 11:20:03] INFO     `battery` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:20:03] INFO     `biofuel` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:20:03] INFO     `hydro_reservoir` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:20:03] INFO     `hydrogen` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:20:03] INFO     `pumped_hydro` at `GBR` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:20:03] INFO     `battery` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:20:03] INFO     `biofuel` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:20:03] INFO     `hydro_reservoir` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:20:03] INFO     `hydrogen` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:20:03] INFO     `pumped_hydro` at `IRL` has no constraint to explicitly connect `energy_cap` to `storage_cap`, consider defining a `energy_cap_per_storage_cap_min/max/equals` constraint\n",
      "[2021-06-25 11:20:03] INFO     Model: preprocessing stage 1 (model_run)\n",
      "[2021-06-25 11:20:03] INFO     Model: preprocessing stage 2 (model_data)\n",
      "[2021-06-25 11:20:16] INFO     Model: preprocessing complete\n",
      "[2021-06-25 11:20:17] INFO     Backend: starting model run in operational mode\n",
      "[2021-06-25 11:20:17] WARNING  /home/users/train015/.conda/envs/euro-calliope/lib/python3.7/site-packages/calliope/exceptions.py:60: ModelWarning:\n",
      "\n",
      "Possible issues found during model processing:\n",
      " * Initial stored energy not defined, set to zero for all loc::techs in loc_techs_store, for use in iterative optimisation\n",
      " * Resource capacity constraint defined and set to infinity for all supply_plus techs\n",
      "\n",
      "\n",
      "[2021-06-25 11:20:17] INFO     Backend: generating initial model\n",
      "[2021-06-25 11:20:17] INFO     Loading sets\n",
      "[2021-06-25 11:20:17] INFO     Loading parameters\n",
      "[2021-06-25 11:20:17] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:17] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:17] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:18] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:18] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:19] INFO     creating network constraints\n",
      "[2021-06-25 11:20:19] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:19] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:19] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:19] INFO     creating group constraints\n",
      "[2021-06-25 11:20:19] INFO     creating export constraints\n",
      "[2021-06-25 11:20:19] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:19] INFO     Backend: iteration 1: sending model to solver. Time since start of model run: 0:00:02.302572\n",
      "[2021-06-25 11:20:23] INFO     Backend: iteration 1: solver finished running. Time since start of model run: 0:00:06.381480\n",
      "[2021-06-25 11:20:23] INFO     Backend: iteration 1: generated solution array. Time since start of model run: 0:00:06.689716\n",
      "[2021-06-25 11:20:23] INFO     Backend: iteration 2: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:23] INFO     Loading sets\n",
      "[2021-06-25 11:20:23] INFO     Loading parameters\n",
      "[2021-06-25 11:20:23] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:23] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:23] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:23] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:23] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:23] INFO     creating network constraints\n",
      "[2021-06-25 11:20:23] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:23] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:23] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:23] INFO     creating group constraints\n",
      "[2021-06-25 11:20:23] INFO     creating export constraints\n",
      "[2021-06-25 11:20:23] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:24] INFO     Backend: iteration 2: sending model to solver. Time since start of model run: 0:00:06.975285\n",
      "[2021-06-25 11:20:24] INFO     Backend: iteration 2: solver finished running. Time since start of model run: 0:00:07.129689\n",
      "[2021-06-25 11:20:24] INFO     Backend: iteration 2: generated solution array. Time since start of model run: 0:00:07.185499\n",
      "[2021-06-25 11:20:24] INFO     Backend: iteration 3: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:24] INFO     Loading sets\n",
      "[2021-06-25 11:20:24] INFO     Loading parameters\n",
      "[2021-06-25 11:20:24] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:24] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:24] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:24] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:24] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:24] INFO     creating network constraints\n",
      "[2021-06-25 11:20:24] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:24] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:24] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:24] INFO     creating group constraints\n",
      "[2021-06-25 11:20:24] INFO     creating export constraints\n",
      "[2021-06-25 11:20:24] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:24] INFO     Backend: iteration 3: sending model to solver. Time since start of model run: 0:00:07.447573\n",
      "[2021-06-25 11:20:24] INFO     Backend: iteration 3: solver finished running. Time since start of model run: 0:00:07.529958\n",
      "[2021-06-25 11:20:24] INFO     Backend: iteration 3: generated solution array. Time since start of model run: 0:00:07.583279\n",
      "[2021-06-25 11:20:24] INFO     Backend: iteration 4: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:24] INFO     Loading sets\n",
      "[2021-06-25 11:20:24] INFO     Loading parameters\n",
      "[2021-06-25 11:20:24] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:24] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:24] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:24] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:24] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:24] INFO     creating network constraints\n",
      "[2021-06-25 11:20:24] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:24] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:24] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:24] INFO     creating group constraints\n",
      "[2021-06-25 11:20:24] INFO     creating export constraints\n",
      "[2021-06-25 11:20:24] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:24] INFO     Backend: iteration 4: sending model to solver. Time since start of model run: 0:00:07.835043\n",
      "[2021-06-25 11:20:24] INFO     Backend: iteration 4: solver finished running. Time since start of model run: 0:00:07.914393\n",
      "[2021-06-25 11:20:25] INFO     Backend: iteration 4: generated solution array. Time since start of model run: 0:00:07.966630\n",
      "[2021-06-25 11:20:25] INFO     Backend: iteration 5: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:25] INFO     Loading sets\n",
      "[2021-06-25 11:20:25] INFO     Loading parameters\n",
      "[2021-06-25 11:20:25] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:25] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:25] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:25] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:25] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:25] INFO     creating network constraints\n",
      "[2021-06-25 11:20:25] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:25] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:25] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:25] INFO     creating group constraints\n",
      "[2021-06-25 11:20:25] INFO     creating export constraints\n",
      "[2021-06-25 11:20:25] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:25] INFO     Backend: iteration 5: sending model to solver. Time since start of model run: 0:00:08.224225\n",
      "[2021-06-25 11:20:25] INFO     Backend: iteration 5: solver finished running. Time since start of model run: 0:00:08.303101\n",
      "[2021-06-25 11:20:25] INFO     Backend: iteration 5: generated solution array. Time since start of model run: 0:00:08.353388\n",
      "[2021-06-25 11:20:25] INFO     Backend: iteration 6: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:25] INFO     Loading sets\n",
      "[2021-06-25 11:20:25] INFO     Loading parameters\n",
      "[2021-06-25 11:20:25] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:25] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:25] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:25] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:25] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:25] INFO     creating network constraints\n",
      "[2021-06-25 11:20:25] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:25] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:25] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:25] INFO     creating group constraints\n",
      "[2021-06-25 11:20:25] INFO     creating export constraints\n",
      "[2021-06-25 11:20:25] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:25] INFO     Backend: iteration 6: sending model to solver. Time since start of model run: 0:00:08.607720\n",
      "[2021-06-25 11:20:25] INFO     Backend: iteration 6: solver finished running. Time since start of model run: 0:00:08.687406\n",
      "[2021-06-25 11:20:25] INFO     Backend: iteration 6: generated solution array. Time since start of model run: 0:00:08.738885\n",
      "[2021-06-25 11:20:25] INFO     Backend: iteration 7: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:25] INFO     Loading sets\n",
      "[2021-06-25 11:20:25] INFO     Loading parameters\n",
      "[2021-06-25 11:20:25] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:25] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:25] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:25] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:26] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:26] INFO     creating network constraints\n",
      "[2021-06-25 11:20:26] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:26] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:26] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:26] INFO     creating group constraints\n",
      "[2021-06-25 11:20:26] INFO     creating export constraints\n",
      "[2021-06-25 11:20:26] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:26] INFO     Backend: iteration 7: sending model to solver. Time since start of model run: 0:00:08.999202\n",
      "[2021-06-25 11:20:26] INFO     Backend: iteration 7: solver finished running. Time since start of model run: 0:00:09.082318\n",
      "[2021-06-25 11:20:26] INFO     Backend: iteration 7: generated solution array. Time since start of model run: 0:00:09.134182\n",
      "[2021-06-25 11:20:26] INFO     Backend: iteration 8: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:26] INFO     Loading sets\n",
      "[2021-06-25 11:20:26] INFO     Loading parameters\n",
      "[2021-06-25 11:20:26] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:26] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:26] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:26] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:26] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:26] INFO     creating network constraints\n",
      "[2021-06-25 11:20:26] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:26] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:26] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:26] INFO     creating group constraints\n",
      "[2021-06-25 11:20:26] INFO     creating export constraints\n",
      "[2021-06-25 11:20:26] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:26] INFO     Backend: iteration 8: sending model to solver. Time since start of model run: 0:00:09.386049\n",
      "[2021-06-25 11:20:26] INFO     Backend: iteration 8: solver finished running. Time since start of model run: 0:00:09.467953\n",
      "[2021-06-25 11:20:26] INFO     Backend: iteration 8: generated solution array. Time since start of model run: 0:00:09.518403\n",
      "[2021-06-25 11:20:26] INFO     Backend: iteration 9: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:26] INFO     Loading sets\n",
      "[2021-06-25 11:20:26] INFO     Loading parameters\n",
      "[2021-06-25 11:20:26] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:26] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:26] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:26] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:26] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:26] INFO     creating network constraints\n",
      "[2021-06-25 11:20:26] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:26] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:26] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:26] INFO     creating group constraints\n",
      "[2021-06-25 11:20:26] INFO     creating export constraints\n",
      "[2021-06-25 11:20:26] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:26] INFO     Backend: iteration 9: sending model to solver. Time since start of model run: 0:00:09.767326\n",
      "[2021-06-25 11:20:26] INFO     Backend: iteration 9: solver finished running. Time since start of model run: 0:00:09.836631\n",
      "[2021-06-25 11:20:26] INFO     Backend: iteration 9: generated solution array. Time since start of model run: 0:00:09.887401\n",
      "[2021-06-25 11:20:26] INFO     Backend: iteration 10: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:27] INFO     Loading sets\n",
      "[2021-06-25 11:20:27] INFO     Loading parameters\n",
      "[2021-06-25 11:20:27] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:27] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:27] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:27] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:27] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:27] INFO     creating network constraints\n",
      "[2021-06-25 11:20:27] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:27] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:27] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:27] INFO     creating group constraints\n",
      "[2021-06-25 11:20:27] INFO     creating export constraints\n",
      "[2021-06-25 11:20:27] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:27] INFO     Backend: iteration 10: sending model to solver. Time since start of model run: 0:00:10.154136\n",
      "[2021-06-25 11:20:27] INFO     Backend: iteration 10: solver finished running. Time since start of model run: 0:00:10.235823\n",
      "[2021-06-25 11:20:27] INFO     Backend: iteration 10: generated solution array. Time since start of model run: 0:00:10.289396\n",
      "[2021-06-25 11:20:27] INFO     Backend: iteration 11: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:27] INFO     Loading sets\n",
      "[2021-06-25 11:20:27] INFO     Loading parameters\n",
      "[2021-06-25 11:20:27] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:27] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:27] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:27] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:27] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:27] INFO     creating network constraints\n",
      "[2021-06-25 11:20:27] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:27] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:27] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:27] INFO     creating group constraints\n",
      "[2021-06-25 11:20:27] INFO     creating export constraints\n",
      "[2021-06-25 11:20:27] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:27] INFO     Backend: iteration 11: sending model to solver. Time since start of model run: 0:00:10.627058\n",
      "[2021-06-25 11:20:27] INFO     Backend: iteration 11: solver finished running. Time since start of model run: 0:00:10.705856\n",
      "[2021-06-25 11:20:27] INFO     Backend: iteration 11: generated solution array. Time since start of model run: 0:00:10.756488\n",
      "[2021-06-25 11:20:27] INFO     Backend: iteration 12: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:27] INFO     Loading sets\n",
      "[2021-06-25 11:20:27] INFO     Loading parameters\n",
      "[2021-06-25 11:20:27] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:28] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:28] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:28] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:28] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:28] INFO     creating network constraints\n",
      "[2021-06-25 11:20:28] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:28] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:28] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:28] INFO     creating group constraints\n",
      "[2021-06-25 11:20:28] INFO     creating export constraints\n",
      "[2021-06-25 11:20:28] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:28] INFO     Backend: iteration 12: sending model to solver. Time since start of model run: 0:00:11.074395\n",
      "[2021-06-25 11:20:28] INFO     Backend: iteration 12: solver finished running. Time since start of model run: 0:00:11.165038\n",
      "[2021-06-25 11:20:28] INFO     Backend: iteration 12: generated solution array. Time since start of model run: 0:00:11.217252\n",
      "[2021-06-25 11:20:28] INFO     Backend: iteration 13: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:28] INFO     Loading sets\n",
      "[2021-06-25 11:20:28] INFO     Loading parameters\n",
      "[2021-06-25 11:20:28] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:28] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:28] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:28] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:28] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:28] INFO     creating network constraints\n",
      "[2021-06-25 11:20:28] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:28] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:28] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:28] INFO     creating group constraints\n",
      "[2021-06-25 11:20:28] INFO     creating export constraints\n",
      "[2021-06-25 11:20:28] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:28] INFO     Backend: iteration 13: sending model to solver. Time since start of model run: 0:00:11.516548\n",
      "[2021-06-25 11:20:28] INFO     Backend: iteration 13: solver finished running. Time since start of model run: 0:00:11.623813\n",
      "[2021-06-25 11:20:28] INFO     Backend: iteration 13: generated solution array. Time since start of model run: 0:00:11.680030\n",
      "[2021-06-25 11:20:28] INFO     Backend: iteration 14: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:28] INFO     Loading sets\n",
      "[2021-06-25 11:20:28] INFO     Loading parameters\n",
      "[2021-06-25 11:20:28] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:28] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:28] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:28] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:28] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:28] INFO     creating network constraints\n",
      "[2021-06-25 11:20:28] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:28] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:28] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:28] INFO     creating group constraints\n",
      "[2021-06-25 11:20:28] INFO     creating export constraints\n",
      "[2021-06-25 11:20:28] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:29] INFO     Backend: iteration 14: sending model to solver. Time since start of model run: 0:00:11.942352\n",
      "[2021-06-25 11:20:29] INFO     Backend: iteration 14: solver finished running. Time since start of model run: 0:00:12.022015\n",
      "[2021-06-25 11:20:29] INFO     Backend: iteration 14: generated solution array. Time since start of model run: 0:00:12.079067\n",
      "[2021-06-25 11:20:29] INFO     Backend: iteration 15: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:29] INFO     Loading sets\n",
      "[2021-06-25 11:20:29] INFO     Loading parameters\n",
      "[2021-06-25 11:20:29] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:29] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:29] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:29] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:29] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:29] INFO     creating network constraints\n",
      "[2021-06-25 11:20:29] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:29] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:29] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:29] INFO     creating group constraints\n",
      "[2021-06-25 11:20:29] INFO     creating export constraints\n",
      "[2021-06-25 11:20:29] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:29] INFO     Backend: iteration 15: sending model to solver. Time since start of model run: 0:00:12.348952\n",
      "[2021-06-25 11:20:29] INFO     Backend: iteration 15: solver finished running. Time since start of model run: 0:00:12.430511\n",
      "[2021-06-25 11:20:29] INFO     Backend: iteration 15: generated solution array. Time since start of model run: 0:00:12.483221\n",
      "[2021-06-25 11:20:29] INFO     Backend: iteration 16: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:29] INFO     Loading sets\n",
      "[2021-06-25 11:20:29] INFO     Loading parameters\n",
      "[2021-06-25 11:20:29] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:29] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:29] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:29] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:29] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:29] INFO     creating network constraints\n",
      "[2021-06-25 11:20:29] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:29] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:29] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:29] INFO     creating group constraints\n",
      "[2021-06-25 11:20:29] INFO     creating export constraints\n",
      "[2021-06-25 11:20:29] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:29] INFO     Backend: iteration 16: sending model to solver. Time since start of model run: 0:00:12.757111\n",
      "[2021-06-25 11:20:29] INFO     Backend: iteration 16: solver finished running. Time since start of model run: 0:00:12.836002\n",
      "[2021-06-25 11:20:29] INFO     Backend: iteration 16: generated solution array. Time since start of model run: 0:00:12.887081\n",
      "[2021-06-25 11:20:29] INFO     Backend: iteration 17: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:30] INFO     Loading sets\n",
      "[2021-06-25 11:20:30] INFO     Loading parameters\n",
      "[2021-06-25 11:20:30] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:30] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:30] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:30] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:30] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:30] INFO     creating network constraints\n",
      "[2021-06-25 11:20:30] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:30] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:30] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:30] INFO     creating group constraints\n",
      "[2021-06-25 11:20:30] INFO     creating export constraints\n",
      "[2021-06-25 11:20:30] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:30] INFO     Backend: iteration 17: sending model to solver. Time since start of model run: 0:00:13.155162\n",
      "[2021-06-25 11:20:30] INFO     Backend: iteration 17: solver finished running. Time since start of model run: 0:00:13.239320\n",
      "[2021-06-25 11:20:30] INFO     Backend: iteration 17: generated solution array. Time since start of model run: 0:00:13.292432\n",
      "[2021-06-25 11:20:30] INFO     Backend: iteration 18: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:30] INFO     Loading sets\n",
      "[2021-06-25 11:20:30] INFO     Loading parameters\n",
      "[2021-06-25 11:20:30] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:30] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:30] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:30] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:30] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:30] INFO     creating network constraints\n",
      "[2021-06-25 11:20:30] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:30] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:30] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:30] INFO     creating group constraints\n",
      "[2021-06-25 11:20:30] INFO     creating export constraints\n",
      "[2021-06-25 11:20:30] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:30] INFO     Backend: iteration 18: sending model to solver. Time since start of model run: 0:00:13.551273\n",
      "[2021-06-25 11:20:30] INFO     Backend: iteration 18: solver finished running. Time since start of model run: 0:00:13.632397\n",
      "[2021-06-25 11:20:30] INFO     Backend: iteration 18: generated solution array. Time since start of model run: 0:00:13.684079\n",
      "[2021-06-25 11:20:30] INFO     Backend: iteration 19: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:30] INFO     Loading sets\n",
      "[2021-06-25 11:20:30] INFO     Loading parameters\n",
      "[2021-06-25 11:20:30] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:30] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:30] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:30] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:30] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:30] INFO     creating network constraints\n",
      "[2021-06-25 11:20:30] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:30] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:30] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:30] INFO     creating group constraints\n",
      "[2021-06-25 11:20:30] INFO     creating export constraints\n",
      "[2021-06-25 11:20:30] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:31] INFO     Backend: iteration 19: sending model to solver. Time since start of model run: 0:00:13.945357\n",
      "[2021-06-25 11:20:31] INFO     Backend: iteration 19: solver finished running. Time since start of model run: 0:00:14.028648\n",
      "[2021-06-25 11:20:31] INFO     Backend: iteration 19: generated solution array. Time since start of model run: 0:00:14.086571\n",
      "[2021-06-25 11:20:31] INFO     Backend: iteration 20: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:31] INFO     Loading sets\n",
      "[2021-06-25 11:20:31] INFO     Loading parameters\n",
      "[2021-06-25 11:20:31] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:31] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:31] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:31] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:31] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:31] INFO     creating network constraints\n",
      "[2021-06-25 11:20:31] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:31] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:31] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:31] INFO     creating group constraints\n",
      "[2021-06-25 11:20:31] INFO     creating export constraints\n",
      "[2021-06-25 11:20:31] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:31] INFO     Backend: iteration 20: sending model to solver. Time since start of model run: 0:00:14.356492\n",
      "[2021-06-25 11:20:31] INFO     Backend: iteration 20: solver finished running. Time since start of model run: 0:00:14.447651\n",
      "[2021-06-25 11:20:31] INFO     Backend: iteration 20: generated solution array. Time since start of model run: 0:00:14.499236\n",
      "[2021-06-25 11:20:31] INFO     Backend: iteration 21: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:31] INFO     Loading sets\n",
      "[2021-06-25 11:20:31] INFO     Loading parameters\n",
      "[2021-06-25 11:20:31] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:31] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:31] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:31] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:31] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:31] INFO     creating network constraints\n",
      "[2021-06-25 11:20:31] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:31] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:31] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:31] INFO     creating group constraints\n",
      "[2021-06-25 11:20:31] INFO     creating export constraints\n",
      "[2021-06-25 11:20:31] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:31] INFO     Backend: iteration 21: sending model to solver. Time since start of model run: 0:00:14.764998\n",
      "[2021-06-25 11:20:31] INFO     Backend: iteration 21: solver finished running. Time since start of model run: 0:00:14.845435\n",
      "[2021-06-25 11:20:31] INFO     Backend: iteration 21: generated solution array. Time since start of model run: 0:00:14.895988\n",
      "[2021-06-25 11:20:31] INFO     Backend: iteration 22: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:32] INFO     Loading sets\n",
      "[2021-06-25 11:20:32] INFO     Loading parameters\n",
      "[2021-06-25 11:20:32] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:32] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:32] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:32] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:32] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:32] INFO     creating network constraints\n",
      "[2021-06-25 11:20:32] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:32] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:32] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:32] INFO     creating group constraints\n",
      "[2021-06-25 11:20:32] INFO     creating export constraints\n",
      "[2021-06-25 11:20:32] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:32] INFO     Backend: iteration 22: sending model to solver. Time since start of model run: 0:00:15.166744\n",
      "[2021-06-25 11:20:32] INFO     Backend: iteration 22: solver finished running. Time since start of model run: 0:00:15.246051\n",
      "[2021-06-25 11:20:32] INFO     Backend: iteration 22: generated solution array. Time since start of model run: 0:00:15.300786\n",
      "[2021-06-25 11:20:32] INFO     Backend: iteration 23: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:32] INFO     Loading sets\n",
      "[2021-06-25 11:20:32] INFO     Loading parameters\n",
      "[2021-06-25 11:20:32] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:32] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:32] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:32] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:32] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:32] INFO     creating network constraints\n",
      "[2021-06-25 11:20:32] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:32] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:32] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:32] INFO     creating group constraints\n",
      "[2021-06-25 11:20:32] INFO     creating export constraints\n",
      "[2021-06-25 11:20:32] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:32] INFO     Backend: iteration 23: sending model to solver. Time since start of model run: 0:00:15.561915\n",
      "[2021-06-25 11:20:32] INFO     Backend: iteration 23: solver finished running. Time since start of model run: 0:00:15.646112\n",
      "[2021-06-25 11:20:32] INFO     Backend: iteration 23: generated solution array. Time since start of model run: 0:00:15.702499\n",
      "[2021-06-25 11:20:32] INFO     Backend: iteration 24: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:32] INFO     Loading sets\n",
      "[2021-06-25 11:20:32] INFO     Loading parameters\n",
      "[2021-06-25 11:20:32] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:32] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:32] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:32] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:32] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:32] INFO     creating network constraints\n",
      "[2021-06-25 11:20:32] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:32] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:32] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:32] INFO     creating group constraints\n",
      "[2021-06-25 11:20:32] INFO     creating export constraints\n",
      "[2021-06-25 11:20:32] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:33] INFO     Backend: iteration 24: sending model to solver. Time since start of model run: 0:00:15.965878\n",
      "[2021-06-25 11:20:33] INFO     Backend: iteration 24: solver finished running. Time since start of model run: 0:00:16.044769\n",
      "[2021-06-25 11:20:33] INFO     Backend: iteration 24: generated solution array. Time since start of model run: 0:00:16.096502\n",
      "[2021-06-25 11:20:33] INFO     Backend: iteration 25: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:33] INFO     Loading sets\n",
      "[2021-06-25 11:20:33] INFO     Loading parameters\n",
      "[2021-06-25 11:20:33] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:33] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:33] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:33] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:33] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:33] INFO     creating network constraints\n",
      "[2021-06-25 11:20:33] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:33] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:33] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:33] INFO     creating group constraints\n",
      "[2021-06-25 11:20:33] INFO     creating export constraints\n",
      "[2021-06-25 11:20:33] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:33] INFO     Backend: iteration 25: sending model to solver. Time since start of model run: 0:00:16.354839\n",
      "[2021-06-25 11:20:33] INFO     Backend: iteration 25: solver finished running. Time since start of model run: 0:00:16.442590\n",
      "[2021-06-25 11:20:33] INFO     Backend: iteration 25: generated solution array. Time since start of model run: 0:00:16.494200\n",
      "[2021-06-25 11:20:33] INFO     Backend: iteration 26: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:33] INFO     Loading sets\n",
      "[2021-06-25 11:20:33] INFO     Loading parameters\n",
      "[2021-06-25 11:20:33] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:33] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:33] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:33] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:33] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:33] INFO     creating network constraints\n",
      "[2021-06-25 11:20:33] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:33] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:33] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:33] INFO     creating group constraints\n",
      "[2021-06-25 11:20:33] INFO     creating export constraints\n",
      "[2021-06-25 11:20:33] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:33] INFO     Backend: iteration 26: sending model to solver. Time since start of model run: 0:00:16.759155\n",
      "[2021-06-25 11:20:33] INFO     Backend: iteration 26: solver finished running. Time since start of model run: 0:00:16.839449\n",
      "[2021-06-25 11:20:33] INFO     Backend: iteration 26: generated solution array. Time since start of model run: 0:00:16.888864\n",
      "[2021-06-25 11:20:33] INFO     Backend: iteration 27: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:34] INFO     Loading sets\n",
      "[2021-06-25 11:20:34] INFO     Loading parameters\n",
      "[2021-06-25 11:20:34] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:34] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:34] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:34] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:34] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:34] INFO     creating network constraints\n",
      "[2021-06-25 11:20:34] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:34] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:34] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:34] INFO     creating group constraints\n",
      "[2021-06-25 11:20:34] INFO     creating export constraints\n",
      "[2021-06-25 11:20:34] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:34] INFO     Backend: iteration 27: sending model to solver. Time since start of model run: 0:00:17.205739\n",
      "[2021-06-25 11:20:34] INFO     Backend: iteration 27: solver finished running. Time since start of model run: 0:00:17.290289\n",
      "[2021-06-25 11:20:34] INFO     Backend: iteration 27: generated solution array. Time since start of model run: 0:00:17.345019\n",
      "[2021-06-25 11:20:34] INFO     Backend: iteration 28: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:34] INFO     Loading sets\n",
      "[2021-06-25 11:20:34] INFO     Loading parameters\n",
      "[2021-06-25 11:20:34] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:34] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:34] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:34] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:34] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:34] INFO     creating network constraints\n",
      "[2021-06-25 11:20:34] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:34] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:34] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:34] INFO     creating group constraints\n",
      "[2021-06-25 11:20:34] INFO     creating export constraints\n",
      "[2021-06-25 11:20:34] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:34] INFO     Backend: iteration 28: sending model to solver. Time since start of model run: 0:00:17.612809\n",
      "[2021-06-25 11:20:34] INFO     Backend: iteration 28: solver finished running. Time since start of model run: 0:00:17.700187\n",
      "[2021-06-25 11:20:34] INFO     Backend: iteration 28: generated solution array. Time since start of model run: 0:00:17.752040\n",
      "[2021-06-25 11:20:34] INFO     Backend: iteration 29: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:34] INFO     Loading sets\n",
      "[2021-06-25 11:20:34] INFO     Loading parameters\n",
      "[2021-06-25 11:20:34] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:34] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:34] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:35] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:35] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:35] INFO     creating network constraints\n",
      "[2021-06-25 11:20:35] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:35] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:35] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:35] INFO     creating group constraints\n",
      "[2021-06-25 11:20:35] INFO     creating export constraints\n",
      "[2021-06-25 11:20:35] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:35] INFO     Backend: iteration 29: sending model to solver. Time since start of model run: 0:00:18.015428\n",
      "[2021-06-25 11:20:35] INFO     Backend: iteration 29: solver finished running. Time since start of model run: 0:00:18.104961\n",
      "[2021-06-25 11:20:35] INFO     Backend: iteration 29: generated solution array. Time since start of model run: 0:00:18.156269\n",
      "[2021-06-25 11:20:35] INFO     Backend: iteration 30: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:35] INFO     Loading sets\n",
      "[2021-06-25 11:20:35] INFO     Loading parameters\n",
      "[2021-06-25 11:20:35] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:35] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:35] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:35] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:35] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:35] INFO     creating network constraints\n",
      "[2021-06-25 11:20:35] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:35] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:35] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:35] INFO     creating group constraints\n",
      "[2021-06-25 11:20:35] INFO     creating export constraints\n",
      "[2021-06-25 11:20:35] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:35] INFO     Backend: iteration 30: sending model to solver. Time since start of model run: 0:00:18.415142\n",
      "[2021-06-25 11:20:35] INFO     Backend: iteration 30: solver finished running. Time since start of model run: 0:00:18.498402\n",
      "[2021-06-25 11:20:35] INFO     Backend: iteration 30: generated solution array. Time since start of model run: 0:00:18.552926\n",
      "[2021-06-25 11:20:35] INFO     Backend: iteration 31: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:35] INFO     Loading sets\n",
      "[2021-06-25 11:20:35] INFO     Loading parameters\n",
      "[2021-06-25 11:20:35] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:35] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:35] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:35] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:35] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:35] INFO     creating network constraints\n",
      "[2021-06-25 11:20:35] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:35] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:35] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:35] INFO     creating group constraints\n",
      "[2021-06-25 11:20:35] INFO     creating export constraints\n",
      "[2021-06-25 11:20:35] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:35] INFO     Backend: iteration 31: sending model to solver. Time since start of model run: 0:00:18.820693\n",
      "[2021-06-25 11:20:35] INFO     Backend: iteration 31: solver finished running. Time since start of model run: 0:00:18.904426\n",
      "[2021-06-25 11:20:36] INFO     Backend: iteration 31: generated solution array. Time since start of model run: 0:00:18.956793\n",
      "[2021-06-25 11:20:36] INFO     Backend: iteration 32: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:36] INFO     Loading sets\n",
      "[2021-06-25 11:20:36] INFO     Loading parameters\n",
      "[2021-06-25 11:20:36] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:36] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:36] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:36] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:36] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:36] INFO     creating network constraints\n",
      "[2021-06-25 11:20:36] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:36] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:36] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:36] INFO     creating group constraints\n",
      "[2021-06-25 11:20:36] INFO     creating export constraints\n",
      "[2021-06-25 11:20:36] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:36] INFO     Backend: iteration 32: sending model to solver. Time since start of model run: 0:00:19.223030\n",
      "[2021-06-25 11:20:36] INFO     Backend: iteration 32: solver finished running. Time since start of model run: 0:00:19.307344\n",
      "[2021-06-25 11:20:36] INFO     Backend: iteration 32: generated solution array. Time since start of model run: 0:00:19.360287\n",
      "[2021-06-25 11:20:36] INFO     Backend: iteration 33: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:36] INFO     Loading sets\n",
      "[2021-06-25 11:20:36] INFO     Loading parameters\n",
      "[2021-06-25 11:20:36] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:36] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:36] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:36] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:36] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:36] INFO     creating network constraints\n",
      "[2021-06-25 11:20:36] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:36] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:36] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:36] INFO     creating group constraints\n",
      "[2021-06-25 11:20:36] INFO     creating export constraints\n",
      "[2021-06-25 11:20:36] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:36] INFO     Backend: iteration 33: sending model to solver. Time since start of model run: 0:00:19.618036\n",
      "[2021-06-25 11:20:36] INFO     Backend: iteration 33: solver finished running. Time since start of model run: 0:00:19.703531\n",
      "[2021-06-25 11:20:36] INFO     Backend: iteration 33: generated solution array. Time since start of model run: 0:00:19.758251\n",
      "[2021-06-25 11:20:36] INFO     Backend: iteration 34: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:36] INFO     Loading sets\n",
      "[2021-06-25 11:20:36] INFO     Loading parameters\n",
      "[2021-06-25 11:20:37] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:37] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:37] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:37] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:37] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:37] INFO     creating network constraints\n",
      "[2021-06-25 11:20:37] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:37] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:37] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:37] INFO     creating group constraints\n",
      "[2021-06-25 11:20:37] INFO     creating export constraints\n",
      "[2021-06-25 11:20:37] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:37] INFO     Backend: iteration 34: sending model to solver. Time since start of model run: 0:00:20.033151\n",
      "[2021-06-25 11:20:37] INFO     Backend: iteration 34: solver finished running. Time since start of model run: 0:00:20.126705\n",
      "[2021-06-25 11:20:37] INFO     Backend: iteration 34: generated solution array. Time since start of model run: 0:00:20.181518\n",
      "[2021-06-25 11:20:37] INFO     Backend: iteration 35: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:37] INFO     Loading sets\n",
      "[2021-06-25 11:20:37] INFO     Loading parameters\n",
      "[2021-06-25 11:20:37] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:37] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:37] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:37] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:37] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:37] INFO     creating network constraints\n",
      "[2021-06-25 11:20:37] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:37] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:37] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:37] INFO     creating group constraints\n",
      "[2021-06-25 11:20:37] INFO     creating export constraints\n",
      "[2021-06-25 11:20:37] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:37] INFO     Backend: iteration 35: sending model to solver. Time since start of model run: 0:00:20.451075\n",
      "[2021-06-25 11:20:37] INFO     Backend: iteration 35: solver finished running. Time since start of model run: 0:00:20.535543\n",
      "[2021-06-25 11:20:37] INFO     Backend: iteration 35: generated solution array. Time since start of model run: 0:00:20.588773\n",
      "[2021-06-25 11:20:37] INFO     Backend: iteration 36: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:37] INFO     Loading sets\n",
      "[2021-06-25 11:20:37] INFO     Loading parameters\n",
      "[2021-06-25 11:20:37] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:37] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:37] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:37] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:37] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:37] INFO     creating network constraints\n",
      "[2021-06-25 11:20:37] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:37] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:37] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:37] INFO     creating group constraints\n",
      "[2021-06-25 11:20:37] INFO     creating export constraints\n",
      "[2021-06-25 11:20:37] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:37] INFO     Backend: iteration 36: sending model to solver. Time since start of model run: 0:00:20.852063\n",
      "[2021-06-25 11:20:38] INFO     Backend: iteration 36: solver finished running. Time since start of model run: 0:00:20.950015\n",
      "[2021-06-25 11:20:38] INFO     Backend: iteration 36: generated solution array. Time since start of model run: 0:00:21.008037\n",
      "[2021-06-25 11:20:38] INFO     Backend: iteration 37: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:38] INFO     Loading sets\n",
      "[2021-06-25 11:20:38] INFO     Loading parameters\n",
      "[2021-06-25 11:20:38] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:38] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:38] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:38] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:38] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:38] INFO     creating network constraints\n",
      "[2021-06-25 11:20:38] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:38] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:38] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:38] INFO     creating group constraints\n",
      "[2021-06-25 11:20:38] INFO     creating export constraints\n",
      "[2021-06-25 11:20:38] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:38] INFO     Backend: iteration 37: sending model to solver. Time since start of model run: 0:00:21.277512\n",
      "[2021-06-25 11:20:38] INFO     Backend: iteration 37: solver finished running. Time since start of model run: 0:00:21.363926\n",
      "[2021-06-25 11:20:38] INFO     Backend: iteration 37: generated solution array. Time since start of model run: 0:00:21.418783\n",
      "[2021-06-25 11:20:38] INFO     Backend: iteration 38: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:38] INFO     Loading sets\n",
      "[2021-06-25 11:20:38] INFO     Loading parameters\n",
      "[2021-06-25 11:20:38] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:38] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:38] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:38] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:38] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:38] INFO     creating network constraints\n",
      "[2021-06-25 11:20:38] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:38] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:38] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:38] INFO     creating group constraints\n",
      "[2021-06-25 11:20:38] INFO     creating export constraints\n",
      "[2021-06-25 11:20:38] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:38] INFO     Backend: iteration 38: sending model to solver. Time since start of model run: 0:00:21.685115\n",
      "[2021-06-25 11:20:38] INFO     Backend: iteration 38: solver finished running. Time since start of model run: 0:00:21.770959\n",
      "[2021-06-25 11:20:38] INFO     Backend: iteration 38: generated solution array. Time since start of model run: 0:00:21.825456\n",
      "[2021-06-25 11:20:38] INFO     Backend: iteration 39: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:38] INFO     Loading sets\n",
      "[2021-06-25 11:20:38] INFO     Loading parameters\n",
      "[2021-06-25 11:20:39] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:39] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:39] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:39] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:39] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:39] INFO     creating network constraints\n",
      "[2021-06-25 11:20:39] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:39] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:39] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:39] INFO     creating group constraints\n",
      "[2021-06-25 11:20:39] INFO     creating export constraints\n",
      "[2021-06-25 11:20:39] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:39] INFO     Backend: iteration 39: sending model to solver. Time since start of model run: 0:00:22.096164\n",
      "[2021-06-25 11:20:39] INFO     Backend: iteration 39: solver finished running. Time since start of model run: 0:00:22.182139\n",
      "[2021-06-25 11:20:39] INFO     Backend: iteration 39: generated solution array. Time since start of model run: 0:00:22.236958\n",
      "[2021-06-25 11:20:39] INFO     Backend: iteration 40: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:39] INFO     Loading sets\n",
      "[2021-06-25 11:20:39] INFO     Loading parameters\n",
      "[2021-06-25 11:20:39] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:39] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:39] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:39] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:39] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:39] INFO     creating network constraints\n",
      "[2021-06-25 11:20:39] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:39] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:39] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:39] INFO     creating group constraints\n",
      "[2021-06-25 11:20:39] INFO     creating export constraints\n",
      "[2021-06-25 11:20:39] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:39] INFO     Backend: iteration 40: sending model to solver. Time since start of model run: 0:00:22.507408\n",
      "[2021-06-25 11:20:39] INFO     Backend: iteration 40: solver finished running. Time since start of model run: 0:00:22.594614\n",
      "[2021-06-25 11:20:39] INFO     Backend: iteration 40: generated solution array. Time since start of model run: 0:00:22.647464\n",
      "[2021-06-25 11:20:39] INFO     Backend: iteration 41: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:39] INFO     Loading sets\n",
      "[2021-06-25 11:20:39] INFO     Loading parameters\n",
      "[2021-06-25 11:20:39] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:39] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:39] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:39] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:39] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:39] INFO     creating network constraints\n",
      "[2021-06-25 11:20:39] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:39] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:39] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:39] INFO     creating group constraints\n",
      "[2021-06-25 11:20:39] INFO     creating export constraints\n",
      "[2021-06-25 11:20:39] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:39] INFO     Backend: iteration 41: sending model to solver. Time since start of model run: 0:00:22.920627\n",
      "[2021-06-25 11:20:40] INFO     Backend: iteration 41: solver finished running. Time since start of model run: 0:00:23.007261\n",
      "[2021-06-25 11:20:40] INFO     Backend: iteration 41: generated solution array. Time since start of model run: 0:00:23.062400\n",
      "[2021-06-25 11:20:40] INFO     Backend: iteration 42: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:40] INFO     Loading sets\n",
      "[2021-06-25 11:20:40] INFO     Loading parameters\n",
      "[2021-06-25 11:20:40] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:40] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:40] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:40] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:40] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:40] INFO     creating network constraints\n",
      "[2021-06-25 11:20:40] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:40] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:40] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:40] INFO     creating group constraints\n",
      "[2021-06-25 11:20:40] INFO     creating export constraints\n",
      "[2021-06-25 11:20:40] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:40] INFO     Backend: iteration 42: sending model to solver. Time since start of model run: 0:00:23.347234\n",
      "[2021-06-25 11:20:40] INFO     Backend: iteration 42: solver finished running. Time since start of model run: 0:00:23.434162\n",
      "[2021-06-25 11:20:40] INFO     Backend: iteration 42: generated solution array. Time since start of model run: 0:00:23.488432\n",
      "[2021-06-25 11:20:40] INFO     Backend: iteration 43: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:40] INFO     Loading sets\n",
      "[2021-06-25 11:20:40] INFO     Loading parameters\n",
      "[2021-06-25 11:20:40] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:40] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:40] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:40] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:40] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:40] INFO     creating network constraints\n",
      "[2021-06-25 11:20:40] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:40] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:40] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:40] INFO     creating group constraints\n",
      "[2021-06-25 11:20:40] INFO     creating export constraints\n",
      "[2021-06-25 11:20:40] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:40] INFO     Backend: iteration 43: sending model to solver. Time since start of model run: 0:00:23.753532\n",
      "[2021-06-25 11:20:40] INFO     Backend: iteration 43: solver finished running. Time since start of model run: 0:00:23.839629\n",
      "[2021-06-25 11:20:40] INFO     Backend: iteration 43: generated solution array. Time since start of model run: 0:00:23.895711\n",
      "[2021-06-25 11:20:40] INFO     Backend: iteration 44: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:41] INFO     Loading sets\n",
      "[2021-06-25 11:20:41] INFO     Loading parameters\n",
      "[2021-06-25 11:20:41] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:41] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:41] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:41] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:41] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:41] INFO     creating network constraints\n",
      "[2021-06-25 11:20:41] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:41] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:41] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:41] INFO     creating group constraints\n",
      "[2021-06-25 11:20:41] INFO     creating export constraints\n",
      "[2021-06-25 11:20:41] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:41] INFO     Backend: iteration 44: sending model to solver. Time since start of model run: 0:00:24.171862\n",
      "[2021-06-25 11:20:41] INFO     Backend: iteration 44: solver finished running. Time since start of model run: 0:00:24.256941\n",
      "[2021-06-25 11:20:41] INFO     Backend: iteration 44: generated solution array. Time since start of model run: 0:00:24.309431\n",
      "[2021-06-25 11:20:41] INFO     Backend: iteration 45: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:41] INFO     Loading sets\n",
      "[2021-06-25 11:20:41] INFO     Loading parameters\n",
      "[2021-06-25 11:20:41] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:41] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:41] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:41] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:41] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:41] INFO     creating network constraints\n",
      "[2021-06-25 11:20:41] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:41] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:41] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:41] INFO     creating group constraints\n",
      "[2021-06-25 11:20:41] INFO     creating export constraints\n",
      "[2021-06-25 11:20:41] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:41] INFO     Backend: iteration 45: sending model to solver. Time since start of model run: 0:00:24.580623\n",
      "[2021-06-25 11:20:41] INFO     Backend: iteration 45: solver finished running. Time since start of model run: 0:00:24.667075\n",
      "[2021-06-25 11:20:41] INFO     Backend: iteration 45: generated solution array. Time since start of model run: 0:00:24.721759\n",
      "[2021-06-25 11:20:41] INFO     Backend: iteration 46: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:41] INFO     Loading sets\n",
      "[2021-06-25 11:20:41] INFO     Loading parameters\n",
      "[2021-06-25 11:20:41] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:41] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:41] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:41] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:41] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:42] INFO     creating network constraints\n",
      "[2021-06-25 11:20:42] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:42] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:42] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:42] INFO     creating group constraints\n",
      "[2021-06-25 11:20:42] INFO     creating export constraints\n",
      "[2021-06-25 11:20:42] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:42] INFO     Backend: iteration 46: sending model to solver. Time since start of model run: 0:00:24.987231\n",
      "[2021-06-25 11:20:42] INFO     Backend: iteration 46: solver finished running. Time since start of model run: 0:00:25.073611\n",
      "[2021-06-25 11:20:42] INFO     Backend: iteration 46: generated solution array. Time since start of model run: 0:00:25.128565\n",
      "[2021-06-25 11:20:42] INFO     Backend: iteration 47: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:42] INFO     Loading sets\n",
      "[2021-06-25 11:20:42] INFO     Loading parameters\n",
      "[2021-06-25 11:20:42] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:42] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:42] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:42] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:42] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:42] INFO     creating network constraints\n",
      "[2021-06-25 11:20:42] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:42] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:42] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:42] INFO     creating group constraints\n",
      "[2021-06-25 11:20:42] INFO     creating export constraints\n",
      "[2021-06-25 11:20:42] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:42] INFO     Backend: iteration 47: sending model to solver. Time since start of model run: 0:00:25.397803\n",
      "[2021-06-25 11:20:42] INFO     Backend: iteration 47: solver finished running. Time since start of model run: 0:00:25.482806\n",
      "[2021-06-25 11:20:42] INFO     Backend: iteration 47: generated solution array. Time since start of model run: 0:00:25.537808\n",
      "[2021-06-25 11:20:42] INFO     Backend: iteration 48: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:42] INFO     Loading sets\n",
      "[2021-06-25 11:20:42] INFO     Loading parameters\n",
      "[2021-06-25 11:20:42] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:42] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:42] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:42] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:42] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:42] INFO     creating network constraints\n",
      "[2021-06-25 11:20:42] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:42] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:42] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:42] INFO     creating group constraints\n",
      "[2021-06-25 11:20:42] INFO     creating export constraints\n",
      "[2021-06-25 11:20:42] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:42] INFO     Backend: iteration 48: sending model to solver. Time since start of model run: 0:00:25.810125\n",
      "[2021-06-25 11:20:42] INFO     Backend: iteration 48: solver finished running. Time since start of model run: 0:00:25.895450\n",
      "[2021-06-25 11:20:43] INFO     Backend: iteration 48: generated solution array. Time since start of model run: 0:00:25.952420\n",
      "[2021-06-25 11:20:43] INFO     Backend: iteration 49: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:43] INFO     Loading sets\n",
      "[2021-06-25 11:20:43] INFO     Loading parameters\n",
      "[2021-06-25 11:20:43] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:43] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:43] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:43] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:43] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:43] INFO     creating network constraints\n",
      "[2021-06-25 11:20:43] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:43] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:43] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:43] INFO     creating group constraints\n",
      "[2021-06-25 11:20:43] INFO     creating export constraints\n",
      "[2021-06-25 11:20:43] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:43] INFO     Backend: iteration 49: sending model to solver. Time since start of model run: 0:00:26.222861\n",
      "[2021-06-25 11:20:43] INFO     Backend: iteration 49: solver finished running. Time since start of model run: 0:00:26.308834\n",
      "[2021-06-25 11:20:43] INFO     Backend: iteration 49: generated solution array. Time since start of model run: 0:00:26.361628\n",
      "[2021-06-25 11:20:43] INFO     Backend: iteration 50: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:43] INFO     Loading sets\n",
      "[2021-06-25 11:20:43] INFO     Loading parameters\n",
      "[2021-06-25 11:20:43] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:43] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:43] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:43] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:43] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:43] INFO     creating network constraints\n",
      "[2021-06-25 11:20:43] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:43] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:43] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:43] INFO     creating group constraints\n",
      "[2021-06-25 11:20:43] INFO     creating export constraints\n",
      "[2021-06-25 11:20:43] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:43] INFO     Backend: iteration 50: sending model to solver. Time since start of model run: 0:00:26.634711\n",
      "[2021-06-25 11:20:43] INFO     Backend: iteration 50: solver finished running. Time since start of model run: 0:00:26.719809\n",
      "[2021-06-25 11:20:43] INFO     Backend: iteration 50: generated solution array. Time since start of model run: 0:00:26.771032\n",
      "[2021-06-25 11:20:43] INFO     Backend: iteration 51: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:43] INFO     Loading sets\n",
      "[2021-06-25 11:20:43] INFO     Loading parameters\n",
      "[2021-06-25 11:20:44] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:44] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:44] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:44] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:44] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:44] INFO     creating network constraints\n",
      "[2021-06-25 11:20:44] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:44] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:44] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:44] INFO     creating group constraints\n",
      "[2021-06-25 11:20:44] INFO     creating export constraints\n",
      "[2021-06-25 11:20:44] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:44] INFO     Backend: iteration 51: sending model to solver. Time since start of model run: 0:00:27.045284\n",
      "[2021-06-25 11:20:44] INFO     Backend: iteration 51: solver finished running. Time since start of model run: 0:00:27.131655\n",
      "[2021-06-25 11:20:44] INFO     Backend: iteration 51: generated solution array. Time since start of model run: 0:00:27.185598\n",
      "[2021-06-25 11:20:44] INFO     Backend: iteration 52: generating new model for end of timeseries, with horizon = 144.0 timesteps\n",
      "[2021-06-25 11:20:44] INFO     Loading sets\n",
      "[2021-06-25 11:20:44] INFO     Loading parameters\n",
      "[2021-06-25 11:20:44] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:44] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:44] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:44] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:44] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:44] INFO     creating network constraints\n",
      "[2021-06-25 11:20:44] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:44] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:44] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:44] INFO     creating group constraints\n",
      "[2021-06-25 11:20:44] INFO     creating export constraints\n",
      "[2021-06-25 11:20:44] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:44] INFO     Backend: iteration 52: sending model to solver. Time since start of model run: 0:00:27.452896\n",
      "[2021-06-25 11:20:44] INFO     Backend: iteration 52: solver finished running. Time since start of model run: 0:00:27.537664\n",
      "[2021-06-25 11:20:44] INFO     Backend: iteration 52: generated solution array. Time since start of model run: 0:00:27.590875\n",
      "[2021-06-25 11:20:44] INFO     Backend: iteration 53: generating new model for end of timeseries, with horizon = 24.0 timesteps\n",
      "[2021-06-25 11:20:44] INFO     Loading sets\n",
      "[2021-06-25 11:20:44] INFO     Loading parameters\n",
      "[2021-06-25 11:20:44] INFO     constraints are loaded in the following order: ['capacity', 'costs', 'dispatch', 'energy_balance', 'network', 'policy', 'conversion', 'conversion_plus', 'group', 'export', 'milp']\n",
      "[2021-06-25 11:20:44] INFO     creating capacity constraints\n",
      "[2021-06-25 11:20:44] INFO     creating costs constraints\n",
      "[2021-06-25 11:20:44] INFO     creating dispatch constraints\n",
      "[2021-06-25 11:20:44] INFO     creating energy_balance constraints\n",
      "[2021-06-25 11:20:44] INFO     creating network constraints\n",
      "[2021-06-25 11:20:44] INFO     creating policy constraints\n",
      "[2021-06-25 11:20:44] INFO     creating conversion constraints\n",
      "[2021-06-25 11:20:44] INFO     creating conversion_plus constraints\n",
      "[2021-06-25 11:20:44] INFO     creating group constraints\n",
      "[2021-06-25 11:20:44] INFO     creating export constraints\n",
      "[2021-06-25 11:20:44] INFO     creating milp constraints\n",
      "[2021-06-25 11:20:44] INFO     Backend: iteration 53: sending model to solver. Time since start of model run: 0:00:27.840639\n",
      "[2021-06-25 11:20:44] INFO     Backend: iteration 53: solver finished running. Time since start of model run: 0:00:27.870782\n",
      "[2021-06-25 11:20:44] INFO     Backend: iteration 53: generated solution array. Time since start of model run: 0:00:27.921446\n",
      "[2021-06-25 11:20:45] INFO     Backend: generated full solution array. Time since start of model run: 0:00:28.038440\n",
      "[2021-06-25 11:20:45] INFO     Postprocessing: started\n",
      "[2021-06-25 11:20:45] INFO     Postprocessing: All values < 1e-10 set to 0 in system_balance\n",
      "[2021-06-25 11:20:45] INFO     Postprocessing: ended. Time since start of model run: 0:00:28.149256\n",
      "locs        GBR  IRL\n",
      "timesteps           \n",
      "2016-01-01  0.0  0.0\n",
      "2016-01-02  0.0  0.0\n",
      "2016-01-03  0.0  0.0\n",
      "2016-01-04  0.0  0.0\n",
      "2016-01-05  0.0  0.0\n",
      "carriers     locs  timesteps \n",
      "electricity  GBR   2016-01-01    0.000000\n",
      "                   2016-01-02    0.000000\n",
      "                   2016-01-03    0.000000\n",
      "                   2016-01-04    0.000000\n",
      "                   2016-01-05    0.000000\n",
      "                                   ...   \n",
      "             IRL   2016-12-27    0.000751\n",
      "                   2016-12-28    0.000832\n",
      "                   2016-12-29    0.000819\n",
      "                   2016-12-30    0.000757\n",
      "                   2016-12-31    0.000663\n",
      "Name: carrier_prod, Length: 730, dtype: float64\n",
      "carriers     locs  timesteps \n",
      "electricity  GBR   2016-01-01   -0.042409\n",
      "                   2016-01-02   -0.042456\n",
      "                   2016-01-03   -0.042429\n",
      "                   2016-01-04   -0.043935\n",
      "                   2016-01-05   -0.044369\n",
      "                                   ...   \n",
      "             IRL   2016-12-27   -0.003450\n",
      "                   2016-12-28   -0.003543\n",
      "                   2016-12-29   -0.003539\n",
      "                   2016-12-30   -0.003484\n",
      "                   2016-12-31   -0.003462\n",
      "Name: carrier_con, Length: 730, dtype: float64\n",
      "EENS = [0.43610338 0.43330622 0.4728731  0.47027602]\n",
      "SAIFI = [31.20839968 33.07336998 33.2205249  36.37733662]\n",
      "SAIDI = [749.00159226 793.7608796  797.29259768 873.05607895]\n",
      "ASUI = [0.08550246 0.09061197 0.09101514 0.09966394]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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N9GZsHNu0aRNFRUVkZ2czZMgQzTGvlApLubOctMQ0km3hpy0P92ZsSC16ETkduB+wAk8YY+5qtV38288AGoArjDErRSQZ+BBI8pf1kjHmtyHXrh1daXlHWqCPfvfu3Zx44oksXLiQs88+O9bVUkr1Ervqd4WVnjiYPcFOo6cRt9eNzdJ5GO+0RS8iVuAhYDYwBrhYRMa02m02MMr/dQ0QyOXbCMwyxkwEioDTRWR6iNfSKwwcOJC77rqLO++8M9ZVUUr1EvVN9Xyy+xOmDpjapeMDGSxD7acPpetmGrDRGLPZGNMEzAPOabXPOcCzxucTIFNEBvof1/v3SfB/mZBq1ouce+65NDQ0sGTJEgDee+89CgoKWr6WLVsW4xoqpeLJe9vfo9HTyJnDz+zS8eGuGxtK180gYEfQ41LgmBD2GQTs9n8iKAZGAg8ZY5a3VYiIXIPv0wBDhgwJqfI9rb7e9zersLCQL774ouV5EWHVqlUtj53O0O+GK6UOP69tfo2C1AIm5kzs0vHhrhsbSote2niudau83X2MMR5jTBFQAEwTkXFtFWKMedwYM8UYMyUnJ/y70Eop1RuUNZTx6Z5POXP4mfhub4YvGoG+FBgc9LgA2BXuPsaYGmAxcHpINVNKqT7ojS1v4DXeLnfbQPhdN6EE+s+AUSIyTEQSgYuAha32WQhcLj7TgVpjzG4RyRGRTAARsQOnAJEdAK+UUr3I65tfZ2z2WIZlDOvyOcK9GdtpH70xxi0i1wFv4Rte+ZQxZq2IXOvf/iiwCN/Qyo34hlde6T98IPCMv5/eArxgjHktnAtqVZcuf9SJd8b0uXvUSqlWNtdsZl3VOm6eenO3zhONm7EYYxbhC+bBzz0a9L0B5rZx3Grg6JBq0onk5GQqKyvJzs7uc8HeGENlZSXJyeFPnFBK9R6vbX4Ni1g4fVj3erDD7aPvNSkQCgoKKC0tpby8PNZViYrk5GQKCgpiXQ2lVJQYY1i0ZRHTB07vUn6bYFFp0ceDhIQEhg3rep+WUkrFUkl5CTvrdzK36JDOj7BFY9SNUkqpbnpt02skW5OZNWRWt8+VYE3AZrFFdNSNUkqpbmj2NPPWtrc4achJpCSkROSc4SQ200CvlFJRtnTnUmobazlreORWnwsnVbEGeqWUirLXt7xOVlIWM/JnROyc2qJXSqk4Ud9Uz+Idi/lm4TdJsCRE7Lwa6JVSKk68u/1dGj2NnDUict024Ou6cTZHLk2xUkqpLnpt82sMThvMhP6RXYVOW/RKKRUHyhvK+XT3p5wx7IyIz+i3J9gjuvCIUkqpLnh3+7sYDLOHzY74uR02HXWjlFIx9+62dxmWMYwRmSMifm5HgnbdKKVUTFW5qlixdwWnDj01KucPtOhDyXyrgV4ppaLg/e3v4zXe6AX6BAcGg8vj6nRfDfRKKRUF72x7h8Fpgzky68ionL8lsVkI/fQa6JVSKsJqG2v5dPennDL0lKitn9GSqjiEfnoN9EopFWEf7PgAt3Fz2tDTolaGtuiVUiqG3t32LgNTBjI2e2zUyghn3VgN9EopFUH1TfV8vOvjqHbbQHirTGmgV0qpCPpf6f9o9jZHbbRNgN1mB7SPvk/ZUbeDny7+KS5350OplFKx8+62d8mx5zAxZ2JUy9GbsX3Qst3LeGfbO2yt2xrrqiil2tHQ3MDSnUs5ecjJWCS64VVvxvZBla5KAPY17YtxTZRS7Vm6cykuj4vTCqM32iZAW/R9UJWzCoC6xroY10Qp1Z53tr1Dv+R+TMqdFPWykq3JCKIt+r4k0KKva9JAr1Q8crldfFj6IbOGzMJqsUa9PBEJObGZBvpeosrlb9FroFcqLn2862Ma3A2cOiS6o22ChZqqWAN9L6GBXqn49u62d0lPTGfqwKk9Vqa26PuYSqfejFUqXjV7mlm8YzEnDT4poguAd8ZhC23dWA30vUCzp7mlJd8XWvTGGO769C5e3vByrKuiVER8svsT9jXvi/okqdbsNntILXpbD9RFdVOg2wb6Rov++a+e51/r/kVqQiqnDj2VtMS0WFdJqW75eNfHJFuTmZE/o0fLdSQ4qHHVdLqftuh7geBA39uHV26o3sB9K+5jTPYY6pvreeHrF2JdJaW6rdxZzoCUASRaE3u03FBb9Broe4FAoM+x5/TqrptGTyO3LLmF1MRUHj75YWYMnMFz656jydMU66op1S1Vrir6Jffr8XIdNr0Z22cExtAXZhT26q6b+1fez/rq9dx27G1k27O5ctyVVDgr+O+m/8a6akp1S5UzRoE+QYdX9hmBWbFD04f22hb9xzs/5p9f/pOLjryImQUzAZg+cDpH9TuKp9c+jcfriXENleq66sZqspKzerzciLboReR0EflaRDaKyC1tbBcRecC/fbWITPI/P1hEPhCRdSKyVkRuCPtKFFWuKhItieSn5NPoaaTR0xjrKoWl2lXNrz/6NcMzhvOzKT9reV5E+P7477O1bisf7PgghjVUqus8Xg/VruqYtejdXjfNnuYO9+s00IuIFXgImA2MAS4WkTGtdpsNjPJ/XQM84n/eDfzMGHMUMB2Y28axqhOVrkqy7dmkJ6YDvWvkjTGG3338O6obq7l75t0k25IP2n7qkFMZnDaYp754CmNMjGqpVNfVNNZgMDHro4fOE5uF0qKfBmw0xmw2xjQB84BzWu1zDvCs8fkEyBSRgcaY3caYlQDGmH3AOmBQWFeiqHRV0i+5X8swxN408ublDS/z/o73+cmknzC63+hDtlstVq4YewVrKtawYu+KGNRQqe4JDJboZ49Nix46T1UcSqAfBOwIelzKocG6031EpBA4GlgeQpkqSJWzyteiT/K16HtLP/2e/Xu4+7O7OWbgMVw25rJ29zt7xNn0S+7HU1881YO1UyoyAoE+Ozm7x8uOZIu+rUUPW3/G7nAfEUkFFgA/Mca0GaVE5BoRWSEiK8rLy0Oo1uHjkBZ9Lwn0q8pX4XQ7uXHSjR0uwpBsS+bSoy5l6c6lfF31dQ/WUKnua2nRx6iPHiLToi8FBgc9LgB2hbqPiCTgC/L/Msa0O+fdGPO4MWaKMWZKTk5OCNU6PBhjWsbo9rY++mpXNQB5KXmd7jvnyDk4bA7+sfYf0a6WUhEVCPSxGHUT6rqxoQT6z4BRIjJMRBKBi4CFrfZZCFzuH30zHag1xuwW3xLoTwLrjDH3hXkNCl/r3e11k5184GZsb2nRB94AGUkZne6bkZTBd474Dm9ueZOd9TujXTWlIqbKVYVFLGQkdv46j7SIteiNMW7gOuAtfDdTXzDGrBWRa0XkWv9ui4DNwEbg78CP/M8fC1wGzBKREv/XGeFfzuEr+EZPS6DvJTdjq1xVZCRlhJzN77IxlyEi/PPLf0a5ZkpFTpWrisykzB5ZbKS1UPvoQ0pqZoxZhC+YBz/3aND3BpjbxnFLabv/XoUouP8vwZqA3WbvNV03Va4qspJC/zg7IGUAZw47k5c3vMzcorma7EzFRKWzkmW7l3HW8LNC2j9Ws2IhsjdjVQwF8tAH7uinJaT1mq6brkwiOWfkOTjdTj7b81mUaqVUx5798ll+ueSXByUT7EiVqyomI24gsjdjVQy1DN2y+15I6UnpvapFH26gn5gzEbvNzie7P4lSrZTqWPHeYgD27t8b0v7VjbGZFQuRvRmrYqjSVYkgZCZlApCemN6nW/SJ1kQm501m2a5lUaqVUu1zup2srVwL+FIPh6LKWRWTETcANouNJGtSp6tMaaCPc1VO340em8V3OyUtsXd03Xi8Hmoaa7r0Bpg+cDpb67ayZ/+eKNRMqfatKV+D2+sGYG9D5y36Jk8T+5r3xaxFD6ElNtNAH+dad3+kJ/aOrpvu5P8IrNKjrXrV04r3FiP+f2UNZZ3uH8v0BwGhpCrWQB/nAgnNAtIS03rF8MruzBYclTmKfsn9tJ9e9bjismJG9xtNtj07vEAfwxZ9KKtMaaCPc4e06JPSqW+ux2u8MaxV5wKzYrvyBhARpg+czie7P9GMlqrHNHuaWVW2ikl5k8ix54QV6GM16ga0Rd8nBBKaBaQnpmMwcd99091p4TPyZ1DlqmJ99fpIVkupdn1Z9SUuj4vJeZPJc+SFFOi706CJFO2j7+UaPY2H3OgJTCLqLYG+q2+A6QOnA2j3jeoxK/euBODo3KPJdeSG1aKP1agb0EDf67XVWugt+W6qXFUHDQsN14CUARSmF2qgVz2meG8xhemF9Lf3J9eRS01jTacL11e6KkmwJJCakNpDtTyUdt30cq1nxQK9JlVxtau62/k/ZuTPoHhvcadvNqW6y2u8rCxbyeS8yQDkOnIBOm3VB9If+PI3xobD5sDp1nH0vValyxfog4du9ZZUxVWu7k8imT5wOk63k1XlqyJUK6XatqF6A/ua9oUf6Lsw+zvSHAka6Hu1tvq5Ayl/432IZSTeAFMHTMUqVu2+UVEXSHtwSKB3hhDoYziGHrRF3+t11HVzOLTo0xLTGNd/HJ/s0kCvoqt4bzEDUgaQn5oPBAX6/R0H+mpXNf2SYt+i74wG+jhW5arCbrMf9It02BxYxRr/ffQRSvQ0feB0vqj8Iu6vV/VexpiD+ufB10WaZE3qsOsmePW3WAokNuuIBvo41taLSETiPt9Ns7eZ2sbaiLwBZuTPwGu8mrZYRc32fdupcFYwKXdSy3Mi4hti2UHXjdPtxOVxxb7rRlv0vVuls7LNGXfxnsGytrEWiMwkkgn9J2C32TXvjYqaQP/8lLwpBz3f2ezYlsESsb4Za9NA36u197Ew3gN94N5CJCaRJFgTmJI3heW7l3f7XEq1pXhvMVlJWQzLGHbQ853Njo2HPDegLfper3VCs4C0xLS4vhlb3RjZaeEz8mewtW4ru+t3R+R8SgUr3lvMpLxJh4yFz3XkUt5Q3m6+pSpn7PPcgLboezWv8ba7cEd6UnpcD68MvAEiFeg1HYKKlj3797CzfudBN2IDch25uDyudj89Bxo0sUx/ABroe7W6xjo8xtNuiz6eu24i3aIfmTmS/vb+LNut/fQqfB6vp91tgfw2k/ImHbKts0lT8ZDnBrTrplfr6EZPYPGReE3hW+msxCKWlsld3RVIW7x89/K4T8+s4ktJWQlT/zWVZ9Y+0+b7pXhvMSkJKRyZdeQh2wKBvryh7SUFK52VOGyOkIY3RpO26Huxjm70pCem0+xtxuVx9XS1QlLd6MtzY5HIvbymD5xOlauKDdUbInZO1fetKl9Fs7eZe1fcy28//u0heZOK9xZTlFvUslRnsECgb29JwXgYQw/aou/VAi36tm70xPvs2ECip0jSfnrVFaX7SklNSOXaidfyysZXuPrtq1tGhVW7qtlUu4nJuYf2zwPkOHKAjrtuYj2GHiDBkoBNDv1DFUwDfZwKvBjbeiGlJ/lTFcfpDdlIzYoNlpeSx8CUgaytXBvR86q+rbS+lIK0AuYWzeVPM//E2sq1XPL6JXxd9TUry3z9823diAVIsiaRmZRJubPtrpt4adGLCPaEjruPNNDHqSpXla+fO/HQfu70hPjOSR+JPDdtGZU1io01GyN+XtV3le4rpSC1AIDTh53OM6c/g9vr5rI3LuPZtc+SaElkXP9x7R6f68htt+umvVFxsdBZP70G+jhV6awkKymrzXzugRZ93HbdRKmlMzJzJFtqt9DsbY74uVXf4zVedtbvpCCtoOW5sf3H8u+z/s2IjBGsLFvJ+JzxJFoT2z1HjqPt2bEdDX+Ohc766TXQx6mO+v/ieZWpZk8z+5r2RS3Qu71uttdtj/i5Vd9T1lBGs7e5pUUfkOvI5R+n/4MfjPsBPxj3gw7P0d7s2H1N+3Abd/wE+k5a9B334KuYqXJVtTvjLp5XmYr0GPpgR2QdAfgWiRiROSLi51d9S+m+UoCDWvQBybZkfjL5J52eI9eRS6WzErfXfdDInHjJcxOgLfpeqtJZ2e6LKJ4DfTTzfxRmFGIVKxtqdIil6tzO+p1A24E+VLmOXAyGCmfFQc9HevZ3d2kffS/VUT+3zWLDYXPE5aibaM4WTLImMSR9CBur9Yas6lxpfSmCkJ+S3+Vz5Nrbnh0bLwnNAjTQ90JOt5MGd0Ob6Q8C0pPS4/JmbLTfACMzR2qLXoWkdF8pA1IGkGBN6PI52psdW+2KXhdlV2jXTS8UCJYdZcWL11TF0X4DjMoaRem+UhqaG6JyftV3lO4r7Va3DbQ/OzbwHs1MzuzW+SOlszQMGujjUCj9f/GaqrjKVYVNbC33ESJtVOYoDIYttVuicn7Vd5TWlx4y4iZcWclZ2Cy2Q7puKl2VZCRlkGDp+qeFSIpIoBeR00XkaxHZKCK3tLFdROQB//bVIjIpaNtTIlImIl+EXfvDVEv6g466buK4RZ+ZHNk8N8FGZo4E0O4b1SGn20mFs6LbLXqLWMix5xwyOzZeZsUGdLvrRkSswEPAbGAMcLGIjGm122xglP/rGuCRoG1PA6eHXGMVUj93vLboK13tjxaKhMFpg0myJmlyM9Whnfv8I2662aKHtmfHxl2gj8DN2GnARmPMZmNMEzAPOKfVPucAzxqfT4BMERkIYIz5EKgKu+aHsVACfTy36KOZn9tqsTI8Y7imQlAdKq1vfwx9uHIduW2OuomrQB+Bm7GDgB1Bj0v9z4W7jwpRpbOSlIQUkm3J7e6TnpTO/ub9uL3uiJa9pHQJT655ssvH98QbYFTWKB1iqTrU0WSpcAWWFAwWT+kPAE4ecnKH20MJ9NLGc60z+IeyT8eFiFwjIitEZEV5edvZ4g4XoXR/BNIg1DfVR6zc/c37+fVHv+Zvn/+ty6NaeuINMDJzJGXOMmoba6Najuq9SutLcdgcZCV1/9NlriOX+ub6lveE2+umprEmrgJ9Z4MfQgn0pcDgoMcFwK4u7NMhY8zjxpgpxpgpOTk54Rza51Q5209/EBBqvpuOllFr7akvnqLKVYXHeLqUDrjJ00R9c32PtOgB7adX7SrdV8qgtEGHLPjdFTl2XzwK9NPXNNYA8TOGPhShBPrPgFEiMkxEEoGLgIWt9lkIXO4ffTMdqDXG7I5wXQ8bobToQ1l85JUNrzDrxVktH2M7smf/Hp5d+yzHDjoW8K3ME66eWkMzMPJG++lVe4LTE3dXniMPODBpqmWtiL4U6I0xbuA64C1gHfCCMWatiFwrItf6d1sEbAY2An8HfhQ4XkT+DSwDjhSRUhHpOF2c8iU062BoJRxo0dc2td998emeT6lyVXHLkls67ct/8PMH8RgPv5n+GwrTC1lV1vVAH+03QJ4jj7SENA30qk3GmEPSE3dH60lT8Zb+IBQhZa80xizCF8yDn3s06HsDzG3n2Iu7U8HDjcfrCan/L5Sumw3VG8hKymJV+SoeX/04Pyr6UZv7fVX1FQs3LeSKsVcwKHUQRblF/G/H/zDGhPXRt6emhYsII7NGateNalOlqxKXxxWxFn0g0AdG3vTGQK8zY+NMTWMNXuPtdtdNs7eZzbWbOXfkuZw94mweW/0YK/euPGQ/Ywz3rriX9KR0rppwFQATcyZS3VjN9n3h5X3vyTfAqMxRbKjZgK+NodQBkRxxA76hi6kJqS2TpuItz00oNNDHmZY8N5113XSybuz2uu00e5sZlTWKW4+5lfyUfH655JeHfAJYunMpy3cv59oJ17Z8SijKKQKgpKykS3WPdh89wMiskexr2tfuws3q8LVjn2+kd6QCPRw8lr7KVYVVrC3vwd5AA32cCXVBg2RrMjaLrd0WfaBbY1TWKFISUrh75t3sbdjLH5f9saUV7Pa6ua/4PganDWbOkXNajh2eOZy0hDRKykvCqnuVqwqbxUZaQnTy3ASLxA1Z/TTQNwUmSw1KjdxUnuDZsYE1kaOV5iMaek9NDxOBhGadDa8UkQ5nx66vXo9VfLNIASbkTGBu0Vze2PoG/938XwBe3fgqG2s2cuPkGw9K5WoRCxNyJoQ98qbaVU2/pH4RGdLWmVGZXR9iWeWq4so3r+Sqt6+KdLVUHCjdV0quI5cka1LEzhk8aSraaT6iQQN9nAkloVlAR4F+Q80GCtMLD1r4+Pvjvs+UvCnc/sntfF31NQ+WPEhRThGnDDnlkOMn5k5kY/XGsPLpdLTObaRlJmeSY88JO7nZ5prNXPL6JazYu4JP93za0t+q+o5IDq0MCAR6r/HGXfqDUGigjzPhpPlNT2x/8ZEN1RtaJhYFWC1W7jz+TqwWK5e9cRkVzgp+PvXnbbbAi3KKMBjWVKwJue7VruqIzEQM1cjMkWF13SzfvZzvLvouTreTn0/5OQAryw69Qa16t9L67uehby3XkYvbuKlyVUU9n1M0aKCPM4HWQij9f2lJaW3ejN3fvJ+d9TsPCfQAA1IG8LsZv8PpdvLNwm8yMWdim+ce3388goQ1nr7SVdljLXrw3ZDdVLMppNm/r2x4hWvfuZZcRy7Pn/k8F4++mCRrEiv2rOiBmqqe0uhppKyhLPKBPmhJwSpX5zPX401I4+hVz6l0hh4s0xPS25z12nIjNvPQQA9wWuFpPJn0JGOyW2ebPiA1MZVRWaPCuiHb0y36UZmjaPQ0UlpfytD0oW3u4zVeHlj5AE9+8SQzBs7gzyf+ueXT0sSciRTvLe6x+qroa1kQPApdN+Ab0bO/eb923aiuq3JVsa5yXUtujc6kJ6W32aIP9Fu31aIPmDZwGqmJqR2evyiniNXlq/Eab6d1cbldna5zG2mB62svk6Xb6+amD2/iyS+e5IIjLuChUx46qEtsct5kvq7+Oi7z+quuCTR8BqcN7mTP8AQC/ddVXwO9aww9aKCPG42eRm54/wZqm2r5fxP/X0jHBG7Gth4muKF6Aw6bg/zU/G7VaWLuROqb69lUs6nTfQM3NXuyRR8YUdTeDdm/r/47b219i59M+gm/mf6bQ5Z9m5w3Ga/x8nnZ51Gvq+oZkZ4sFZBtz8YiFtZVrQM00Ksu8Bovv176a0rKS7jjuDva7TdvLS0xDY/x4HQ7D3p+Q/UGRmaN7PY435aJUyF038RiWrgjwUFBakGbQyw/L/ucR1c/yreGf4sfjP9BmzecJ+RMwGaxafdNH1JaX0qyNTnifeg2i43s5OwDLfoevBcVCRro48DfPv8bb259k59O/imnFZ4W8nFt5bsxxrChZkO7/fPhGJw2mH7J/UK6IduTs2KDjcoadcjIm7qmOm7+8GbyU/K59Zhb2z3WbrMzLnscK/bqDdm+Yue+nQxKjUx64tZyHbktaRD6JWmgV2FYsH4BT6x5gu8c8R2uGHtFWMcG+puDA325s5zaxtoO++dDJSIhT5xqSd3Qw6MRRmaOZFvdNpo8TYDvD90flv2B8oZy7pl5T6f3ISbnTebLii+7vNCKii/RGFoZEOinB23RqzB8vOtjbvvkNo7NP5ZfHfOrsFshbeW7CXRjHJF1RETqWJRTxNa6rZ1OLGrpo49Bi95jPGyp3QLAq5te5a2tbzH36LmMzxnf6fFTBkzBbdysrlgd7aqqKDPG+CZLRTnQJ1mTOl2MO97o8MoY2VC9gZ8t/hnDM4dz7wn3YrOE/6toq+ums6GV4SrKLQJgdflqThh8Qrv7VbmqSLQkkpKQEpFyQxXIebOhZgNJ1iTuWH4H0wZM48qxV4Z0fFFOERaxsGLPCqYPnB7Nqqooq26spsHdEPGhlQGBQN8vOTppPozHQ+PGjTQUF9O0cSMJ+fkkjRpF0siR2PLzu1WmBvoYqG2sZe57c7Hb7Dx88sOddi+0p61UxRtqNpBrzyUzOTMSVWVs9lhsYqOkvKTTQJ+VnNUjeW6CFaYXYrPYWFe5jn9++U8SrYnccdwdWC3WkI5PTUxldL/RekO2D4jWiJuA4EDfXcbjwVNbS+OGjThXFtOw8nOcn3+Ot963BrQlJQXv/v0t+1tSUkgaOZKkI0aRedFF2MeODas8DfQx8P7299m9fzdPn/40A1IGdPk87bXoI9E/H5BsS2Z0v9GdpiyOVf6PBGsChemFPP/V87i9bv560l/JS8kL6xxT8qYw76t5NHmaDsoNpHqXlkAfrRa9f3ZsqN2TxuulYcUK6hf/D/ee3bgrq/BUVeKuqsZTXQ3eA/NTkkaNJP2MM3BMnoR98mQSBg3CW1dH46ZNNK7fQOMG31fdojfYv/xTRrz5BmIJveddA30MLNm5hDxHHpNyJ3XrPKkJvk8CgRa92+tmU80mjjnqmG7XMVhRbhELNiyg2dt8yFj0gGpXdczGFo/K9I28ufCICzl5yMlhHz85bzLPfvksayrWMDlvchRqqHpCS3ritIPTE3tdLizJyd0+fygtemMMzpIS6t54g31vvoW7rAxJTCQhPx9rdjaJhYXYJ03G2i8LW79sEgoG4Tj6aKyZmYecy5qRgWPSJByTDsSJ2tdfZ9fPfs7+jz4i9fjjQ667Bvoe1uxt5uNdHzN72Oxud3NYLVbSEtJaWvTb67bT5G2KaIsefKkCnlv3HOur1zM2u+2PjFWuKoZlDItouaE6rfA09rv38/OpP+/S8YE/uMV7izXQd1FT6U5s/bKwOGJ3k7J0Xyn97f2x2+w0bdtG3RtvUvfmmzR+9RVJo0aRcuyxpBx7LI4pk7HY7Qcda9xuXF9/jXPl5zg/X4mnto7sa64h5ZhpLfvkpvgCfVsjyxq3bKHmxZeoe/MN3Lt2I4mJpMw8nvTZs0k78UQsKZG5d5V+6qns7d+f6uf+pYE+nn2+93P2N+/n+EGh/5I6kp50IIPl+pr1QORuxAYEbsiWlJW0G+irG2OX0e+UoadwytBDUy2HKjM5k1FZo7Sfvou8+/ez5ZxzSD/jDAbe9oeY1WPfto18Z6WVLfPOx/XllwDYjz6a7KuvxvnFGqqff56qp59GEhOxT55Eyje+gXE10rCyGNeq1XgbfENsbQMGgDFs/973SDv1VHJv+gWJgweTlpDG98Z8j1OHntpSZtO2bVQ8/Ai1//0vWCykHPsNcn78Y9JOPhlrWuQX4JHERLIuvJCKRx6haccOEgeHlupBA30PW7JzCTaLLWIjPNISD2Sw3FC9wbfYSObwiJw7YEDKAPIceawqX8WlR116yPaG5gacbmevmxYebHLuZF7d9GqH3VOqbfs+WIx3/35qX3uN3Jt+EZUA15k9d9zBNc/6U1lMyCb35ptJ/+ZpJOQfSAPidTppWFHM/o8+Yv/HH1P+5/vAYiHpyCPJOPdc7JMm4Zh0NAn5+XhdLqqefpqKx/9O/RmL6XfllWRfc03Lp8am0p1UPPoIta/8B7HZ6Pe975H9g+9j698/6teaOedCKh57jOp/zyPvpl+EdIwG+h62pHQJU/Km4EiIzEfc4MVHNlRvYEj6kIiurBMwMWdiuzNkqxt732LJrU0ZMIV5X8/jq8qvQhp/rw6oW7QIcTgwDQ3UvfYaWRdf3KPlu8vLqf7X8ywbLZgfXcYPTvtlm/tZ7HZSjz+O1OOP8x1XWYkkJWFNPXTUmyU5mf7XXkvGeedRft99VD7+ODWvvEzO3OtwrVtHzYIFiMVC1qWXkH3VVSTk5h5yjmhJyMsj7dRTqVmwgJzrrzukG6otOmGqB+2s38mm2k0R67YBf4s+KNBHutsmoCi3iF37d7W5GHdg+cPeHOgDffPafRMeT20t9UuWkHXBBSSNOYrq+S/0+Fq8ta++Ch4P82da6D+8/dTbrdmys9sM8sES8vLIv/tuCufPIzF/EHt+9ztqX36ZrAsvZMQ7bzPg1lt7NMgHZF1yMd7aWuoWLQppfw30PWhp6VIAji+IXKAPtOgbmhsorS+N+I3YgKNzjwbg/pX30+hpPGhboEXf21bdCdbf3p/C9ELNexOmfe++B83NpJ91JlkXXkjjV1/hWhP6qmTdZYyh5qUFuMeNZFe2RG0MvX3iRIb++3mGPPMMI95+iwH/9xsS8sIbxhtJjqlTSRo1iqrn/hXSH1YN9D1oyc4lFKQWUJheGLFzBpYTDCT2ilagH5s9lqvHX83CTQu5/I3LWxZ4AN9iKdA7WvTGGBo+/5ydP/0Zu275JcZzYHWqyXmTWbl3ZUgrVimfukWLSBg8mORx40g/6yzEbqf6hRd6rHznypU0bd3KnpPGAdEbQw8gFgspx0wjYeDAqJURcl1EyLr0EhrXrcP5eUmn+2sffQ9p9DSyfPdyzht1XkRnj6YlpuF0O1lX6cuTfURmZHLctCYi/HjSjxnXfxy/Wvor5rw2h7uOv4vjBh3XYR+9t7GR5h07aNq+naZt22ne4fu/aft23yxAr9fXIvF6MV4veL2IzUbCwIEkDBpEQkGB//9BJBYUkHTEEYg1tFmvwUxTE3VvvU3VP/+Ja/Xqlj7lhPyB5Pz4x4Av0C/YsICNNRs5st+R3fuBHQbclZXs/+QTsq+6ChHBmppK+plnUPf6IvJuuaXTbpFIqFnwMhaHgy8nZpK4JZEcR2iL9vQFGd/6FmX3/pnq55/HMenoDvfVQN9DVuxZgcvjYmbBzIieN5DYrLisGLvNfshkkUibNWQW88+az42Lb+RH7/6IHxb9kH1N+0i2JmO3HXxTqHrePPbefgemubnlOUt6OolDhmAfP843SUQsYLEgFvF9b7Vgmppp3rWL5p07aVixomVaOIB98mQK7v9ryKMb3NXV1Mx/gernn8ddVkZiYSF5//cbMs85hz2330HFw49gnziR1BNOYEreFABW7F2hgT4E+95+Gzwe0s84o+W5rAsvpPalBb6bshddFNXyPfX7qXvzTTLOPINt7r3kp+Z3ew2G3sSSkkLGt8/zjb65+aYO99VA30OW7FxCsjW5JZhESiANQvHeYkZmdn+xkVAMSR/Cc2c8x23LbuPhkodJsCTQ396/5ZOKMYbyv95P5WOPkXL88WScfTaJQ4eQOGRImzMAO2KMwVtXR1NpKc6SEsr+dC9bvnMBBX/7G/bx49o/zu2m6p/PUf7AAxink5Rjj2XgH28j5bjjWqaOD/i/3+D68kt23nQzwxYsYGDBIAalDqJ4b3Gbw0jVwWpff53EkSNIOuJAd2Hy+PEkjR5N9fwXyJwzJ6q5j+reWIRpaICzTuHjTTdHvBHVG2RdfDHVz/6T6hdf7HC/w+fPXwwZY/iw9EOmDZxGsq37U7GDBRKblTWURSw1cSjsNju3H3c7vz7m1xgMeQ7fjSnT3MzuW35J5WOPkXnBBQx+5GEyvnUW9gkTwg7y4OsysmZkYB87ln6XXkrh8/8Ci7Dt0kt9oy3a4PryS7bOuYiyu+8m5ZhjGP7fhQx58glSZ848KD+IJTmZggfuB6+XnTfcgLexkcl5kyneW9zjI0d6m+Y9e3CuKCb9jDMOCuYiQtacC2lctw7XF2ujWofalxaQOHIEDzW9TaOnkblFc6NaXjxKGjaMlGOPpWZ+x/dFNND3gG1129ixb0dEh1UGBFr0EL0bse0REeaMnsPLZ7/MH4/7I576/ey49ofUvvoq/X98PQP+8HvEFtkPjcljxjDspZewFxWx6+Zb2HvnXRi3G/BNiNn7pz+x5YILad67l0F/uY+CRx4maVT7P5fEIUPIv+tOXGvXsveOO5mcN5kqV1W769Aqn7o33gQgI6jbJiBwU7bmhflRK79x40acq1bhOv1YXt28kMuOuoyh6UOjVl48y7r0Etx793a4jwb6HrBk5xIAjht0XMTPfVCgj9IY+s4MyxjGoEYH2y6/jP2ffMLA2/9Izo9+FLWP7bZ+/Rjy5BNkffe7VD3zDNuvvpq6t95m87fOpurJp8j89nmMeP010meHlk8o7eSTyb76Kmrmz2fq5/U4bA5+v+z3NHuaOz32cFW3aBHJY8eSWFgIwNrKtdS4agCwpqWRfsZsal9fhCfo/kok1by0ABJs/DX3c7KTs7lmwjVRKac3SD3hhINmALdFA30PWFK6hOEZw6MyxjdwMxa636I3Xi/1S5ZS98YbBw077Ezjpk1svehimrZsZfAjD5N5/vndqkcoJCGBAb/+FQNvvx3nimJ23nADYrMx5NlnGHjbbVgzMsI6X84NN+CYNo39d/yFOwdey+ry1dz92d1Rqn3v1rR9O641a1puwr655U0ufu1iLn/z8gNrB194oX+m7OsRL980NVH76qvUTzuKT5zruGHSDV1e06EvEKuVzIs7vvGtgT7KGpobWLF3RVS6beBAH31/e/8uT1jyulxUz3+Bzd86mx1XX83OG3/Klu9cQMPKzzs8zlNXx957/sSWc8/D63Ix9NlnSZ3ZszfEMs//NkOff568W29l2Kv/IWXatM4PaoPYbAy6789Y09IYcvc8rh5yEfO/ns/CTQsjXOPer27RGwCkzz6dpTuX8sslv2R0v9Hsqt/FD9/9IfVN9SRPmEDSkUdSE4Ux9fs+WIynuppnh+1kXPY4zhl5TsTL6G0yv/OdDrdroI+y5buX0+xtjuhs2GBJ1iSSrEld6rZxl5dTdv/9bDxpFnt++1skKZH8u+8i/8/34qmqYtsll7Drll/irqg46DjjdlP1/PNs+ubpVP3jH6SfdRbDXn65w1Ew0WQfP45+l1+GJal7OX5s/fsz6K9/wb17D7P/8B7fah7DH5b9oWWOgvKpW7QI+6RJfGHby40f3MjIrJE8+c0nue/E+1hftZ7r37+eRk8jmXMuxPXllzgjfFO2ZsFLuPql8L9BtdxyzC2H1ZDK9tiyOm7k6U8oypbsXILD5ujWIiPG66XunXfY88fbca754pDt0wZM48TBJ4Z0Lk9dHXVvvsnOX9zExlknU/noY9iPPpohzzzDsAULyDjnHDLOPJMRi14n++qrqX39dTadPpuqZ5/FuN3Uf/ghm885l71/uI2kUaMofOlF8u+8g4S8ns/3EQ2OyZMZ+q9/gcBlD3zFN9cmcOPiG6ltrI111eJC44YNNK5fj+vEycx9dy4DUgbw6CmPkpaYxsyCmdx+3O0U7y3mF//7BY4zT0eSk6mZH/pNWeN2+1Zl+vBDvI2Nh2xv3rOH/Us/4o2jGjlr5NlMzJkYycvrsySUYWQicjpwP2AFnjDG3NVqu/i3nwE0AFcYY1aGcmxbpkyZYlas6P05R4wxnLbgNMZmj+WvJ/01/OPdbureeJPKxx+jccNGsFjA6yX1xBPpf9112Md1vm6k8XpxrVvH/iVLqF+yFGdJCXg8WNLTyTjrLPpdflnLDbW2NG7Zwt7b72D/0qVYs7LwVFeTOHQouTf9gtRZs3p8jdie4q6uZudPf0rDsk94d5KVry87lgdOf+Swbz2WP/AAFY8+xs0/7UdDRhLPzn6W/NSDbwTO/2o+f1z+R84afhbXv2Gh9uWXSRw5gpTpM0j5xgwcU6celMrYU1/P/qUfUf/B+9Qv/h+eWt8fVUtKCqmzZpF++jdJOe44LElJVDzyCOX3P8DPr0vhH99f1LLqkwIRKTbGtDlRp9NALyJWYD1wKlAKfAZcbIz5MmifM4Dr8QX6Y4D7jTHHhHJsW/pKoF9fvZ7zF57P77/xe7496tshH2eamqhduJCKv/+d5m3bSRo1kuxr/h+pM4+n+t//pvIfT+OtrSX1pJPoP3fuQQHf63TiWrsW56rVONesoaF4BZ5yX9dL8pgxpMw8ntSZM7FPmBDy0EdjDPXvvUf18/8m9cQTyLroIiSx76+tatxuyu+/n8q/P8H6fCj79RVcPevmyJ3fmF71h9IYw/rTTmVdQgX3XZ7O07OfZnhG22sfPL76cf72+d+4fOgFXLkxn4ZPltOwYgXG5QKrFfv48dgnTaLx66/Z/+mn0NyMNSOD1BNPIPWkWVgcdureeov6d9/DU1uLxeEg9aSTqPlsGWvt1dTd+1OuGn9VD/8E4lt3A/0M4HfGmG/6H/8SwBhzZ9A+jwGLjTH/9j/+GjgRKOzs2LaM6O8wd58Tm6GCkVRmNWxN9HBBXRIO0+oNbQBv4H+DeH3/4wW2NSENXky2FTPeDoMTITggNHnhKxfypQtpMpiCBLBboMINNR7E/ys1qRbob8MMSoD8RN8+KmxmWyOej+tpSICtExNIsIQRnA0kNBkSGwxJTv+X/3trMzQlC40O/5fd93+TXfCGn86nwzqI/6v19+0Rf1wQ74H9bU2GoevcPHW6hZmD0hne3H4lDYbn0l28ntbErP0JFDRbsXgMWXs89C/10H+nh8wyL/szhL1DbewttFE9wIJp9bMVjyF7l4f8TW4GbHGT6IInv2Xl0qwMEuk9fyR7wrhffdRuoA+lSTcI2BH0uBRfq72zfQaFeCwAInINcA3A2KRkxn7UFELV4tuBdraz030N+O6YWIB+NrwzUiA/4eAAH5BogQkOzOhkjD/gY4D+NhiXiLe/zfe9BvaIkKFJmAwrTUvrKFrWtbH1dXaoSYGKFKG2H9SmCK4ESG+AzP2GjP1eMsqh/35IjpPh+14J+rL4/t+TBcfkpHYY5AEE4bt1ybgs8F5KE+C/qGz8bwwLVo/gsQq+F28HF50NjAerx8rgSpgjDhKbNMiHI5RA39ZPtHVboL19QjnW96QxjwOPAxxdNMEMeCfy429jwWFzYLO0/WMWmw0SEhCrtUsZGQOMxwMiB03vV5HncTdTV70n7OPE7iA/IfQZwt6GBvDP9o0MAasFxIJYfUnksFh8jYi2GhLG+F5PbWxLtiWHtYLZX4F9TfvwGm/Xqx8kwZIQsdXZ+pxftf/HL5RXXykQvAJtAbArxH0SQzj2EFZbIlk5oS16q+jWHwkVOqstoWdel0nhTfaKd4G5Hip2QmkCfgaMEpFhIpIIXAS0nkWyELhcfKYDtcaY3SEeq5RSKoo6bdEbY9wich3wFr4hkk8ZY9aKyLX+7Y8Ci/CNuNmIb3jllR0dG5UrUUop1aaQxtH3tL4yvFIppXpKR8Mr9e6dUkr1cRrolVKqj9NAr5RSfZwGeqWU6uPi8masiOwDvgYygPbSBra3rSvH9Acq2ni+K+V0Vn5CG2VF8zqDry2SP7OOfpbNPVBOYFs4P89IlB+Ln2ekXpuhHtO6zGhfZ0evmWiU39ZrJhrlhPMejET5Rxpj2p60YIyJuy9ghf//xzvYp81tXTxmRaTK6az8tsqK5nUGlxfhn1m7P8ueKKcrP89IlB+Ln2e0XhuhvGZ64jo7es1Eo/z2fqY98fPsqfd6669477r5bxe2deWYrtQhkuXH+phYl99Tx8S6/K4eE+vy9XcTuWNiEtPitetmhWlnPGhvL68vX5uW1/vLi0WZWl70y4nXFv3jfbi8vnxtWl7vLy8WZWp5US4nLlv0SimlIideW/RKKaUiRAO9Ukr1cTEL9CJS34NleUSkJOirsIN9F4tIl26ciIgRkX8GPbaJSLmIvNaV84VZ9nn+8kdHsYxYXl+PvV5CLbM7r5VW54n6765Veb8SkbUistr/fmhz1bcIl1kgIq+KyAYR2SQi9/tTl7e3/09EJOwVRvw/xz8HPf65iPyui9UOpbxAbFkrIqtE5Kci8beCfNxVKEqcxpiioK+tUSpnPzBOROz+x6cCO8M5gYiEvhTRwS4GluLL+R9OeeGsWtLt61Nt6tLvriv8a0CfBUwyxkwATuHg5T6jUaYALwP/McaMAo4AUoHbOzjsJ0BXlpJqBL4tIv27cGxXBGLLWHzvhzOA3/ZQ2SGLaaAXkVQReU9EVorIGhE5x/98oYisE5G/+/9Svh0UXCJV9mQR+Z+IFIvIWyIyMGjzd0XkYxH5QkSmhXnqN4Az/d9fDPw7qMxp/vN+7v//SP/zV4jIiyLyX+DtLlxLKnAs8AP8wUJEThSRD0XkFRH5UkQeDbQ0RKReRP4gIsuBGT1wfUtEpChov49EZEIXrvPE4E8PIvKgiFzh/36riPw+6LUUkdZxR2VG6Pzt/e7au84zROQrEVkqIg904dPUQKDCGNMIYIypMMbsau/94P/U8tduvB8AZgEuY8w//GV6gBuB74tIiojc6/+drRaR60Xkx0A+8IGIfBBmWW58o09ubL1BRIb6481q//9DRCTD/9oJvDccIrJDRBLCvUhjTBm+da+vEx+riPxJRD7zl/n/gupyk/+aV4nIXeGWFa5Yt+hdwHnGmEnAScCf/X/9AUYBD/n/UtYA53ejHLsc6LZ5xf9L/BvwHWPMZOApDm5dpBhjvgH8yL8tHPOAi0QkGZgALA/a9hUw0xhzNPB/wB1B22YA3zPGzAqzPIBzgTeNMeuBKhGZ5H9+GvAzYDwwAvi2//kU4AtjzDHGmKVhltWV63sCuAJARI4Akowxq8MsNxQV/tfSI8DPo3D+aDiXtn93h/D/zB8DZhtjjgNyulDe28BgEVkvIg+LyAlRfj+Abznw4uAnjDF1wHbgKmAYcLT/E8a/jDEP4Fty9CRjzEldKO8h4FIRab0m44PAs4FygAeMMbXAKuAE/z7fAt4yxnRpiXZjzGZ8cTUX3x/vWmPMVGAqcLX4Vtubje/3fowxZiJwT1fKCkdXuwkiRYA7RGQm4AUGAXn+bVuMMSX+74uBwm6U4zTGFLUUKjIOGAe84/+7YgV2B+3/bwBjzIciki4imcaYmlAKMsasFt89gIvxrbwVLAN4RkRG4VskPbjV8I4xpiqciwpyMb51mMEXiC8GXgc+9b/wEJF/A8cBLwEeYEFXCuri9b0I/EZEfgF8H3i6K2WH4GX//8Uc+KMW79r73bVlNLDZGLPF//jf+FqQITPG1IvIZOB4fI2r+cAfidL7wU/wvR7aen4m8Kgxxu0vo6vvgRbGmDoReRb4MeAM2jSDA6+Lf3IgwM4H5gAf4PtU9XA3qxBorJ4GTBCR7/gfZ+BrwJ4C/MMY0+Cvb7evuTOxDvSX4muVTDbGNIvIViDZv60xaD8PEMmuGwHWGmPa67Zo/aIMd7LBQuBe4EQgO+j524APjDHn+YPl4qBt+8MsAwARycb30XiciBh8b1KDLwi3dx0u/8fnrgrr+owxDSLyDnAOcCHQ1RuYbg7+FJrcanvgNeMhcq/tzsrssg5+dwvbKVOIAP/vfjGwWETWAHOJ7vthLa0+kYtIOjAY2NyF84Xir8BK4B8d7BModyFwp4j0AyYD73e1UBEZju/1V4bv93W9MeatVvucTnSuuV2x7rrJAMr8Qf4kYGgPlfs1kCO+G1OISIKIjA3aPsf//HH4Pnq1lzmuPU8BfzDGrGn1fAYHbl5eEXat2/YdfB9HhxpjCo0xg4Et+Frv0/wfFS34rincbpr2dOX6ngAeAD7rRgtmGzBGRJL8H8tP7uJ54qXM9n53tFPmV8BwOTBqbE64BYrIkf5PXAFFwDqi+354D3CIyOX+81iBP+P7ZPc2cK34ByH4gy3APqDtTIwh8L/GXsDXfRLwMQdueF+K//1gjKkHPgXuB17raiNIRHKAR4EHjW8m6lvADwP9/SJyhIik4Lvm74t/VFHQNUdNTFr0/l9qI75+sv+KyAqgBN8LOeqMMU3+j1MP+N9INnwtgMDC5dUi8jGQjq+rIdzzl+J70bR2D76ujZ/SjVZDKxcDrW/mLAB+CCzzbxsPfAi8EokCu3J9xphiEamj4xZWmwKvF2PMDhF5AVgNbAA+D7vy8VVme7+7S/AFqYPKNMY4ReRHwJsiUoEvOIUrFfibiGTi+7SyEV/3z+NE7/1gROQ84GER+Q2+BuYi4FZ8rd8jgNUi0gz8HV9f+uPAGyKyu4v99OD7Y3Jd0OMfA0/5uxDLgSuDts3H18V4Yphl2EWkBF83pRtfl9B9/m1P4OtyXum/91gOnGuMeVN8gxNWiEgTB34WUROTFAgiMhH4uzGmK3fwVQhE5ETg58aYs2JcFQBEJB9fd8FoY4w3zGN7/PUSr69REUn197MLvpuOG4wxf4lieYvxvY5WRKsMFX093nUjItfiu7nz654uW8WG/yP7cuBXXQjyPf56ifPX6NX+FuRafF1lj8W2Oqo30KRmSinVx/VIi15EBovIB+KbBLVWRG7wP99PRN4R37Tod0Qky/98tn//ehF5sNW5EkXkcfGNA/5KRLozvl4ppfq8HmnRi2+W3UBjzEoRScM3zvlcfCMzqowxd4nILUCWMeZm/53po/GN7R1njLku6Fy/B6zGmF/7R5P0M8a0t6amUkod9npk1I0xZjf+CRjGmH0isg7f5KhzOHCX+xl8N+tuNsbsB5aKyMg2Tvd9fBNH8Pf3apBXSqkOxOJmbCG+1vpyIM//RyDwxyC3k2Mz/d/eJr6cJi+KSF5Hxyil1OGuRwO9+BI4LQB+4s91ES4bUAB85M9psgzfDE2llFLt6LFA758dtgBf0qJATpK9ciBL3kB804Y7Ugk0cGDiz4tAu0mglFJK9dyoGwGeBNYZY+4L2rQQ+J7/++8Br3Z0Hv+04v9yoF//ZODLiFZWKaX6mJ4adXMcsARYgy9LJfim/C7HN9V7CL6UpRcE8qD4E5ylA4n40hSfZoz5UkSG4ptmnIl/GrMxZnvUL0IppXopnTCllFJ9XKyzVyqllIoyDfRKKdXHaaBXSqk+TgO9Ukr1cRrolVKqj9NAr/oUEcn0r8KEiOSLyEtRLKtIRM6I1vmVihQN9KqvyQR+BGCM2WWM+U4UyyoCNNCruKeBXvU1dwEjRKTEn/TuCwARuUJE/iMi/xWRLSJynYj8VEQ+F5FPAgs0i8gIEXlTRIpFZImIjPY/f4GIfCEiq0TkQxFJBP4AzPGXNUdEUkTkKRH5zH/ec4LKftV/3q9F5Lf+51NE5HX/Ob8QkbAX+1YqFDFZHFypKLoF3xoGRf5Mqa8FbRuHL3NqMr5FsW82xhwtIn8BLse3IPbjwLXGmA0icgzwMDAL+D/gm8aYnSKS6V9g/v+AKYH1EkTkDuB9Y8z3/ZlWPxWRd/1lT/OX3wB8JiKvA0OBXcaYM/3HZ0TpZ6IOcxro1eHkA2PMPmCfiNTiy5sEvtQcE/zZVb8BvOhLzwRAkv//j4CnReQF4GXadhpwtoj83P84GV96D4B3jDGVACLyMnAcsAi4V0TuBl4zxiyJxEUq1ZoGenU4aQz63hv02IvvvWABaowxRa0PNMZc62/hnwmUiMgh+wACnG+M+fqgJ33Htc41Yowx60VkMr5+/jtF5G1jzB/CvyylOqZ99Kqv2QekdeVA/xoJW0TkAvBlXRWRif7vRxhjlhtj/g/fqmaD2yjrLeB6f7ZWROTooG2n+tdItuNbRvMjEckHGowxz+FbV0FTbquo0ECv+hR/98hH/puwf+rCKS4FfiAiq4C1+Ja7BPiTiKzxn/dDYBXwATAmcDMWuA1IAFb797st6LxL8WVdLQEWGGNWAOPx9eOXAL8C/tiF+irVKc1eqVSUicgVBN20VaqnaYteKaX6OG3RK6VUH6cteqWU6uM00CulVB+ngV4ppfo4DfRKKdXHaaBXSqk+TgO9Ukr1cf8fWQiJyp/YdKwAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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N9GZsHNu0aRNFRUVkZ2czZMgQzTGvlApLubOctMQ0km3hpy0P92ZsSC16ETkduB+wAk8YY+5qtV38288AGoArjDErRSQZ+BBI8pf1kjHmtyHXrh1daXlHWqCPfvfu3Zx44oksXLiQs88+O9bVUkr1Ervqd4WVnjiYPcFOo6cRt9eNzdJ5GO+0RS8iVuAhYDYwBrhYRMa02m02MMr/dQ0QyOXbCMwyxkwEioDTRWR6iNfSKwwcOJC77rqLO++8M9ZVUUr1EvVN9Xyy+xOmDpjapeMDGSxD7acPpetmGrDRGLPZGNMEzAPOabXPOcCzxucTIFNEBvof1/v3SfB/mZBq1ouce+65NDQ0sGTJEgDee+89CgoKWr6WLVsW4xoqpeLJe9vfo9HTyJnDz+zS8eGuGxtK180gYEfQ41LgmBD2GQTs9n8iKAZGAg8ZY5a3VYiIXIPv0wBDhgwJqfI9rb7e9zersLCQL774ouV5EWHVqlUtj53O0O+GK6UOP69tfo2C1AIm5kzs0vHhrhsbSote2niudau83X2MMR5jTBFQAEwTkXFtFWKMedwYM8UYMyUnJ/y70Eop1RuUNZTx6Z5POXP4mfhub4YvGoG+FBgc9LgA2BXuPsaYGmAxcHpINVNKqT7ojS1v4DXeLnfbQPhdN6EE+s+AUSIyTEQSgYuAha32WQhcLj7TgVpjzG4RyRGRTAARsQOnAJEdAK+UUr3I65tfZ2z2WIZlDOvyOcK9GdtpH70xxi0i1wFv4Rte+ZQxZq2IXOvf/iiwCN/Qyo34hlde6T98IPCMv5/eArxgjHktnAtqVZcuf9SJd8b0uXvUSqlWNtdsZl3VOm6eenO3zhONm7EYYxbhC+bBzz0a9L0B5rZx3Grg6JBq0onk5GQqKyvJzs7uc8HeGENlZSXJyeFPnFBK9R6vbX4Ni1g4fVj3erDD7aPvNSkQCgoKKC0tpby8PNZViYrk5GQKCgpiXQ2lVJQYY1i0ZRHTB07vUn6bYFFp0ceDhIQEhg3rep+WUkrFUkl5CTvrdzK36JDOj7BFY9SNUkqpbnpt02skW5OZNWRWt8+VYE3AZrFFdNSNUkqpbmj2NPPWtrc4achJpCSkROSc4SQ200CvlFJRtnTnUmobazlreORWnwsnVbEGeqWUirLXt7xOVlIWM/JnROyc2qJXSqk4Ud9Uz+Idi/lm4TdJsCRE7Lwa6JVSKk68u/1dGj2NnDUict024Ou6cTZHLk2xUkqpLnpt82sMThvMhP6RXYVOW/RKKRUHyhvK+XT3p5wx7IyIz+i3J9gjuvCIUkqpLnh3+7sYDLOHzY74uR02HXWjlFIx9+62dxmWMYwRmSMifm5HgnbdKKVUTFW5qlixdwWnDj01KucPtOhDyXyrgV4ppaLg/e3v4zXe6AX6BAcGg8vj6nRfDfRKKRUF72x7h8Fpgzky68ionL8lsVkI/fQa6JVSKsJqG2v5dPennDL0lKitn9GSqjiEfnoN9EopFWEf7PgAt3Fz2tDTolaGtuiVUiqG3t32LgNTBjI2e2zUyghn3VgN9EopFUH1TfV8vOvjqHbbQHirTGmgV0qpCPpf6f9o9jZHbbRNgN1mB7SPvk/ZUbeDny7+KS5350OplFKx8+62d8mx5zAxZ2JUy9GbsX3Qst3LeGfbO2yt2xrrqiil2tHQ3MDSnUs5ecjJWCS64VVvxvZBla5KAPY17YtxTZRS7Vm6cykuj4vTCqM32iZAW/R9UJWzCoC6xroY10Qp1Z53tr1Dv+R+TMqdFPWykq3JCKIt+r4k0KKva9JAr1Q8crldfFj6IbOGzMJqsUa9PBEJObGZBvpeosrlb9FroFcqLn2862Ma3A2cOiS6o22ChZqqWAN9L6GBXqn49u62d0lPTGfqwKk9Vqa26PuYSqfejFUqXjV7mlm8YzEnDT4poguAd8ZhC23dWA30vUCzp7mlJd8XWvTGGO769C5e3vByrKuiVER8svsT9jXvi/okqdbsNntILXpbD9RFdVOg2wb6Rov++a+e51/r/kVqQiqnDj2VtMS0WFdJqW75eNfHJFuTmZE/o0fLdSQ4qHHVdLqftuh7geBA39uHV26o3sB9K+5jTPYY6pvreeHrF2JdJaW6rdxZzoCUASRaE3u03FBb9Broe4FAoM+x5/TqrptGTyO3LLmF1MRUHj75YWYMnMFz656jydMU66op1S1Vrir6Jffr8XIdNr0Z22cExtAXZhT26q6b+1fez/rq9dx27G1k27O5ctyVVDgr+O+m/8a6akp1S5UzRoE+QYdX9hmBWbFD04f22hb9xzs/5p9f/pOLjryImQUzAZg+cDpH9TuKp9c+jcfriXENleq66sZqspKzerzciLboReR0EflaRDaKyC1tbBcRecC/fbWITPI/P1hEPhCRdSKyVkRuCPtKFFWuKhItieSn5NPoaaTR0xjrKoWl2lXNrz/6NcMzhvOzKT9reV5E+P7477O1bisf7PgghjVUqus8Xg/VruqYtejdXjfNnuYO9+s00IuIFXgImA2MAS4WkTGtdpsNjPJ/XQM84n/eDfzMGHMUMB2Y28axqhOVrkqy7dmkJ6YDvWvkjTGG3338O6obq7l75t0k25IP2n7qkFMZnDaYp754CmNMjGqpVNfVNNZgMDHro4fOE5uF0qKfBmw0xmw2xjQB84BzWu1zDvCs8fkEyBSRgcaY3caYlQDGmH3AOmBQWFeiqHRV0i+5X8swxN408ublDS/z/o73+cmknzC63+hDtlstVq4YewVrKtawYu+KGNRQqe4JDJboZ49Nix46T1UcSqAfBOwIelzKocG6031EpBA4GlgeQpkqSJWzyteiT/K16HtLP/2e/Xu4+7O7OWbgMVw25rJ29zt7xNn0S+7HU1881YO1UyoyAoE+Ozm7x8uOZIu+rUUPW3/G7nAfEUkFFgA/Mca0GaVE5BoRWSEiK8rLy0Oo1uHjkBZ9Lwn0q8pX4XQ7uXHSjR0uwpBsS+bSoy5l6c6lfF31dQ/WUKnua2nRx6iPHiLToi8FBgc9LgB2hbqPiCTgC/L/Msa0O+fdGPO4MWaKMWZKTk5OCNU6PBhjWsbo9rY++mpXNQB5KXmd7jvnyDk4bA7+sfYf0a6WUhEVCPSxGHUT6rqxoQT6z4BRIjJMRBKBi4CFrfZZCFzuH30zHag1xuwW3xLoTwLrjDH3hXkNCl/r3e11k5184GZsb2nRB94AGUkZne6bkZTBd474Dm9ueZOd9TujXTWlIqbKVYVFLGQkdv46j7SIteiNMW7gOuAtfDdTXzDGrBWRa0XkWv9ui4DNwEbg78CP/M8fC1wGzBKREv/XGeFfzuEr+EZPS6DvJTdjq1xVZCRlhJzN77IxlyEi/PPLf0a5ZkpFTpWrisykzB5ZbKS1UPvoQ0pqZoxZhC+YBz/3aND3BpjbxnFLabv/XoUouP8vwZqA3WbvNV03Va4qspJC/zg7IGUAZw47k5c3vMzcorma7EzFRKWzkmW7l3HW8LNC2j9Ws2IhsjdjVQwF8tAH7uinJaT1mq6brkwiOWfkOTjdTj7b81mUaqVUx5798ll+ueSXByUT7EiVqyomI24gsjdjVQy1DN2y+15I6UnpvapFH26gn5gzEbvNzie7P4lSrZTqWPHeYgD27t8b0v7VjbGZFQuRvRmrYqjSVYkgZCZlApCemN6nW/SJ1kQm501m2a5lUaqVUu1zup2srVwL+FIPh6LKWRWTETcANouNJGtSp6tMaaCPc1VO340em8V3OyUtsXd03Xi8Hmoaa7r0Bpg+cDpb67ayZ/+eKNRMqfatKV+D2+sGYG9D5y36Jk8T+5r3xaxFD6ElNtNAH+dad3+kJ/aOrpvu5P8IrNKjrXrV04r3FiP+f2UNZZ3uH8v0BwGhpCrWQB/nAgnNAtIS03rF8MruzBYclTmKfsn9tJ9e9bjismJG9xtNtj07vEAfwxZ9KKtMaaCPc4e06JPSqW+ux2u8MaxV5wKzYrvyBhARpg+czie7P9GMlqrHNHuaWVW2ikl5k8ix54QV6GM16ga0Rd8nBBKaBaQnpmMwcd99091p4TPyZ1DlqmJ99fpIVkupdn1Z9SUuj4vJeZPJc+SFFOi706CJFO2j7+UaPY2H3OgJTCLqLYG+q2+A6QOnA2j3jeoxK/euBODo3KPJdeSG1aKP1agb0EDf67XVWugt+W6qXFUHDQsN14CUARSmF2qgVz2meG8xhemF9Lf3J9eRS01jTacL11e6KkmwJJCakNpDtTyUdt30cq1nxQK9JlVxtau62/k/ZuTPoHhvcadvNqW6y2u8rCxbyeS8yQDkOnIBOm3VB9If+PI3xobD5sDp1nH0vValyxfog4du9ZZUxVWu7k8imT5wOk63k1XlqyJUK6XatqF6A/ua9oUf6Lsw+zvSHAka6Hu1tvq5Ayl/432IZSTeAFMHTMUqVu2+UVEXSHtwSKB3hhDoYziGHrRF3+t11HVzOLTo0xLTGNd/HJ/s0kCvoqt4bzEDUgaQn5oPBAX6/R0H+mpXNf2SYt+i74wG+jhW5arCbrMf9It02BxYxRr/ffQRSvQ0feB0vqj8Iu6vV/VexpiD+ufB10WaZE3qsOsmePW3WAokNuuIBvo41taLSETiPt9Ns7eZ2sbaiLwBZuTPwGu8mrZYRc32fdupcFYwKXdSy3Mi4hti2UHXjdPtxOVxxb7rRlv0vVuls7LNGXfxnsGytrEWiMwkkgn9J2C32TXvjYqaQP/8lLwpBz3f2ezYlsESsb4Za9NA36u197Ew3gN94N5CJCaRJFgTmJI3heW7l3f7XEq1pXhvMVlJWQzLGHbQ853Njo2HPDegLfper3VCs4C0xLS4vhlb3RjZaeEz8mewtW4ru+t3R+R8SgUr3lvMpLxJh4yFz3XkUt5Q3m6+pSpn7PPcgLboezWv8ba7cEd6UnpcD68MvAEiFeg1HYKKlj3797CzfudBN2IDch25uDyudj89Bxo0sUx/ABroe7W6xjo8xtNuiz6eu24i3aIfmTmS/vb+LNut/fQqfB6vp91tgfw2k/ImHbKts0lT8ZDnBrTrplfr6EZPYPGReE3hW+msxCKWlsld3RVIW7x89/K4T8+s4ktJWQlT/zWVZ9Y+0+b7pXhvMSkJKRyZdeQh2wKBvryh7SUFK52VOGyOkIY3RpO26Huxjm70pCem0+xtxuVx9XS1QlLd6MtzY5HIvbymD5xOlauKDdUbInZO1fetKl9Fs7eZe1fcy28//u0heZOK9xZTlFvUslRnsECgb29JwXgYQw/aou/VAi36tm70xPvs2ECip0jSfnrVFaX7SklNSOXaidfyysZXuPrtq1tGhVW7qtlUu4nJuYf2zwPkOHKAjrtuYj2GHiDBkoBNDv1DFUwDfZwKvBjbeiGlJ/lTFcfpDdlIzYoNlpeSx8CUgaytXBvR86q+rbS+lIK0AuYWzeVPM//E2sq1XPL6JXxd9TUry3z9823diAVIsiaRmZRJubPtrpt4adGLCPaEjruPNNDHqSpXla+fO/HQfu70hPjOSR+JPDdtGZU1io01GyN+XtV3le4rpSC1AIDTh53OM6c/g9vr5rI3LuPZtc+SaElkXP9x7R6f68htt+umvVFxsdBZP70G+jhV6awkKymrzXzugRZ93HbdRKmlMzJzJFtqt9DsbY74uVXf4zVedtbvpCCtoOW5sf3H8u+z/s2IjBGsLFvJ+JzxJFoT2z1HjqPt2bEdDX+Ohc766TXQx6mO+v/ieZWpZk8z+5r2RS3Qu71uttdtj/i5Vd9T1lBGs7e5pUUfkOvI5R+n/4MfjPsBPxj3gw7P0d7s2H1N+3Abd/wE+k5a9B334KuYqXJVtTvjLp5XmYr0GPpgR2QdAfgWiRiROSLi51d9S+m+UoCDWvQBybZkfjL5J52eI9eRS6WzErfXfdDInHjJcxOgLfpeqtJZ2e6LKJ4DfTTzfxRmFGIVKxtqdIil6tzO+p1A24E+VLmOXAyGCmfFQc9HevZ3d2kffS/VUT+3zWLDYXPE5aibaM4WTLImMSR9CBur9Yas6lxpfSmCkJ+S3+Vz5Nrbnh0bLwnNAjTQ90JOt5MGd0Ob6Q8C0pPS4/JmbLTfACMzR2qLXoWkdF8pA1IGkGBN6PI52psdW+2KXhdlV2jXTS8UCJYdZcWL11TF0X4DjMoaRem+UhqaG6JyftV3lO4r7Va3DbQ/OzbwHs1MzuzW+SOlszQMGujjUCj9f/GaqrjKVYVNbC33ESJtVOYoDIYttVuicn7Vd5TWlx4y4iZcWclZ2Cy2Q7puKl2VZCRlkGDp+qeFSIpIoBeR00XkaxHZKCK3tLFdROQB//bVIjIpaNtTIlImIl+EXfvDVEv6g466buK4RZ+ZHNk8N8FGZo4E0O4b1SGn20mFs6LbLXqLWMix5xwyOzZeZsUGdLvrRkSswEPAbGAMcLGIjGm122xglP/rGuCRoG1PA6eHXGMVUj93vLboK13tjxaKhMFpg0myJmlyM9Whnfv8I2662aKHtmfHxl2gj8DN2GnARmPMZmNMEzAPOKfVPucAzxqfT4BMERkIYIz5EKgKu+aHsVACfTy36KOZn9tqsTI8Y7imQlAdKq1vfwx9uHIduW2OuomrQB+Bm7GDgB1Bj0v9z4W7jwpRpbOSlIQUkm3J7e6TnpTO/ub9uL3uiJa9pHQJT655ssvH98QbYFTWKB1iqTrU0WSpcAWWFAwWT+kPAE4ecnKH20MJ9NLGc60z+IeyT8eFiFwjIitEZEV5edvZ4g4XoXR/BNIg1DfVR6zc/c37+fVHv+Zvn/+ty6NaeuINMDJzJGXOMmoba6Najuq9SutLcdgcZCV1/9NlriOX+ub6lveE2+umprEmrgJ9Z4MfQgn0pcDgoMcFwK4u7NMhY8zjxpgpxpgpOTk54Rza51Q5209/EBBqvpuOllFr7akvnqLKVYXHeLqUDrjJ00R9c32PtOgB7adX7SrdV8qgtEGHLPjdFTl2XzwK9NPXNNYA8TOGPhShBPrPgFEiMkxEEoGLgIWt9lkIXO4ffTMdqDXG7I5wXQ8bobToQ1l85JUNrzDrxVktH2M7smf/Hp5d+yzHDjoW8K3ME66eWkMzMPJG++lVe4LTE3dXniMPODBpqmWtiL4U6I0xbuA64C1gHfCCMWatiFwrItf6d1sEbAY2An8HfhQ4XkT+DSwDjhSRUhHpOF2c8iU062BoJRxo0dc2td998emeT6lyVXHLkls67ct/8PMH8RgPv5n+GwrTC1lV1vVAH+03QJ4jj7SENA30qk3GmEPSE3dH60lT8Zb+IBQhZa80xizCF8yDn3s06HsDzG3n2Iu7U8HDjcfrCan/L5Sumw3VG8hKymJV+SoeX/04Pyr6UZv7fVX1FQs3LeSKsVcwKHUQRblF/G/H/zDGhPXRt6emhYsII7NGateNalOlqxKXxxWxFn0g0AdG3vTGQK8zY+NMTWMNXuPtdtdNs7eZzbWbOXfkuZw94mweW/0YK/euPGQ/Ywz3rriX9KR0rppwFQATcyZS3VjN9n3h5X3vyTfAqMxRbKjZgK+NodQBkRxxA76hi6kJqS2TpuItz00oNNDHmZY8N5113XSybuz2uu00e5sZlTWKW4+5lfyUfH655JeHfAJYunMpy3cv59oJ17Z8SijKKQKgpKykS3WPdh89wMiskexr2tfuws3q8LVjn2+kd6QCPRw8lr7KVYVVrC3vwd5AA32cCXVBg2RrMjaLrd0WfaBbY1TWKFISUrh75t3sbdjLH5f9saUV7Pa6ua/4PganDWbOkXNajh2eOZy0hDRKykvCqnuVqwqbxUZaQnTy3ASLxA1Z/TTQNwUmSw1KjdxUnuDZsYE1kaOV5iMaek9NDxOBhGadDa8UkQ5nx66vXo9VfLNIASbkTGBu0Vze2PoG/938XwBe3fgqG2s2cuPkGw9K5WoRCxNyJoQ98qbaVU2/pH4RGdLWmVGZXR9iWeWq4so3r+Sqt6+KdLVUHCjdV0quI5cka1LEzhk8aSraaT6iQQN9nAkloVlAR4F+Q80GCtMLD1r4+Pvjvs+UvCnc/sntfF31NQ+WPEhRThGnDDnlkOMn5k5kY/XGsPLpdLTObaRlJmeSY88JO7nZ5prNXPL6JazYu4JP93za0t+q+o5IDq0MCAR6r/HGXfqDUGigjzPhpPlNT2x/8ZEN1RtaJhYFWC1W7jz+TqwWK5e9cRkVzgp+PvXnbbbAi3KKMBjWVKwJue7VruqIzEQM1cjMkWF13SzfvZzvLvouTreTn0/5OQAryw69Qa16t9L67uehby3XkYvbuKlyVUU9n1M0aKCPM4HWQij9f2lJaW3ejN3fvJ+d9TsPCfQAA1IG8LsZv8PpdvLNwm8yMWdim+ce3388goQ1nr7SVdljLXrw3ZDdVLMppNm/r2x4hWvfuZZcRy7Pn/k8F4++mCRrEiv2rOiBmqqe0uhppKyhLPKBPmhJwSpX5zPX401I4+hVz6l0hh4s0xPS25z12nIjNvPQQA9wWuFpPJn0JGOyW2ebPiA1MZVRWaPCuiHb0y36UZmjaPQ0UlpfytD0oW3u4zVeHlj5AE9+8SQzBs7gzyf+ueXT0sSciRTvLe6x+qroa1kQPApdN+Ab0bO/eb923aiuq3JVsa5yXUtujc6kJ6W32aIP9Fu31aIPmDZwGqmJqR2evyiniNXlq/Eab6d1cbldna5zG2mB62svk6Xb6+amD2/iyS+e5IIjLuChUx46qEtsct5kvq7+Oi7z+quuCTR8BqcN7mTP8AQC/ddVXwO9aww9aKCPG42eRm54/wZqm2r5fxP/X0jHBG7Gth4muKF6Aw6bg/zU/G7VaWLuROqb69lUs6nTfQM3NXuyRR8YUdTeDdm/r/47b219i59M+gm/mf6bQ5Z9m5w3Ga/x8nnZ51Gvq+oZkZ4sFZBtz8YiFtZVrQM00Ksu8Bovv176a0rKS7jjuDva7TdvLS0xDY/x4HQ7D3p+Q/UGRmaN7PY435aJUyF038RiWrgjwUFBakGbQyw/L/ucR1c/yreGf4sfjP9BmzecJ+RMwGaxafdNH1JaX0qyNTnifeg2i43s5OwDLfoevBcVCRro48DfPv8bb259k59O/imnFZ4W8nFt5bsxxrChZkO7/fPhGJw2mH7J/UK6IduTs2KDjcoadcjIm7qmOm7+8GbyU/K59Zhb2z3WbrMzLnscK/bqDdm+Yue+nQxKjUx64tZyHbktaRD6JWmgV2FYsH4BT6x5gu8c8R2uGHtFWMcG+puDA325s5zaxtoO++dDJSIhT5xqSd3Qw6MRRmaOZFvdNpo8TYDvD90flv2B8oZy7pl5T6f3ISbnTebLii+7vNCKii/RGFoZEOinB23RqzB8vOtjbvvkNo7NP5ZfHfOrsFshbeW7CXRjHJF1RETqWJRTxNa6rZ1OLGrpo49Bi95jPGyp3QLAq5te5a2tbzH36LmMzxnf6fFTBkzBbdysrlgd7aqqKDPG+CZLRTnQJ1mTOl2MO97o8MoY2VC9gZ8t/hnDM4dz7wn3YrOE/6toq+ums6GV4SrKLQJgdflqThh8Qrv7VbmqSLQkkpKQEpFyQxXIebOhZgNJ1iTuWH4H0wZM48qxV4Z0fFFOERaxsGLPCqYPnB7Nqqooq26spsHdEPGhlQGBQN8vOTppPozHQ+PGjTQUF9O0cSMJ+fkkjRpF0siR2PLzu1WmBvoYqG2sZe57c7Hb7Dx88sOddi+0p61UxRtqNpBrzyUzOTMSVWVs9lhsYqOkvKTTQJ+VnNUjeW6CFaYXYrPYWFe5jn9++U8SrYnccdwdWC3WkI5PTUxldL/RekO2D4jWiJuA4EDfXcbjwVNbS+OGjThXFtOw8nOcn3+Ot963BrQlJQXv/v0t+1tSUkgaOZKkI0aRedFF2MeODas8DfQx8P7299m9fzdPn/40A1IGdPk87bXoI9E/H5BsS2Z0v9GdpiyOVf6PBGsChemFPP/V87i9bv560l/JS8kL6xxT8qYw76t5NHmaDsoNpHqXlkAfrRa9f3ZsqN2TxuulYcUK6hf/D/ee3bgrq/BUVeKuqsZTXQ3eA/NTkkaNJP2MM3BMnoR98mQSBg3CW1dH46ZNNK7fQOMG31fdojfYv/xTRrz5BmIJveddA30MLNm5hDxHHpNyJ3XrPKkJvk8CgRa92+tmU80mjjnqmG7XMVhRbhELNiyg2dt8yFj0gGpXdczGFo/K9I28ufCICzl5yMlhHz85bzLPfvksayrWMDlvchRqqHpCS3ritIPTE3tdLizJyd0+fygtemMMzpIS6t54g31vvoW7rAxJTCQhPx9rdjaJhYXYJ03G2i8LW79sEgoG4Tj6aKyZmYecy5qRgWPSJByTDsSJ2tdfZ9fPfs7+jz4i9fjjQ667Bvoe1uxt5uNdHzN72Oxud3NYLVbSEtJaWvTb67bT5G2KaIsefKkCnlv3HOur1zM2u+2PjFWuKoZlDItouaE6rfA09rv38/OpP+/S8YE/uMV7izXQd1FT6U5s/bKwOGJ3k7J0Xyn97f2x2+w0bdtG3RtvUvfmmzR+9RVJo0aRcuyxpBx7LI4pk7HY7Qcda9xuXF9/jXPl5zg/X4mnto7sa64h5ZhpLfvkpvgCfVsjyxq3bKHmxZeoe/MN3Lt2I4mJpMw8nvTZs0k78UQsKZG5d5V+6qns7d+f6uf+pYE+nn2+93P2N+/n+EGh/5I6kp50IIPl+pr1QORuxAYEbsiWlJW0G+irG2OX0e+UoadwytBDUy2HKjM5k1FZo7Sfvou8+/ez5ZxzSD/jDAbe9oeY1WPfto18Z6WVLfPOx/XllwDYjz6a7KuvxvnFGqqff56qp59GEhOxT55Eyje+gXE10rCyGNeq1XgbfENsbQMGgDFs/973SDv1VHJv+gWJgweTlpDG98Z8j1OHntpSZtO2bVQ8/Ai1//0vWCykHPsNcn78Y9JOPhlrWuQX4JHERLIuvJCKRx6haccOEgeHlupBA30PW7JzCTaLLWIjPNISD2Sw3FC9wbfYSObwiJw7YEDKAPIceawqX8WlR116yPaG5gacbmevmxYebHLuZF7d9GqH3VOqbfs+WIx3/35qX3uN3Jt+EZUA15k9d9zBNc/6U1lMyCb35ptJ/+ZpJOQfSAPidTppWFHM/o8+Yv/HH1P+5/vAYiHpyCPJOPdc7JMm4Zh0NAn5+XhdLqqefpqKx/9O/RmL6XfllWRfc03Lp8am0p1UPPoIta/8B7HZ6Pe975H9g+9j698/6teaOedCKh57jOp/zyPvpl+EdIwG+h62pHQJU/Km4EiIzEfc4MVHNlRvYEj6kIiurBMwMWdiuzNkqxt732LJrU0ZMIV5X8/jq8qvQhp/rw6oW7QIcTgwDQ3UvfYaWRdf3KPlu8vLqf7X8ywbLZgfXcYPTvtlm/tZ7HZSjz+O1OOP8x1XWYkkJWFNPXTUmyU5mf7XXkvGeedRft99VD7+ODWvvEzO3OtwrVtHzYIFiMVC1qWXkH3VVSTk5h5yjmhJyMsj7dRTqVmwgJzrrzukG6otOmGqB+2s38mm2k0R67YBf4s+KNBHutsmoCi3iF37d7W5GHdg+cPeHOgDffPafRMeT20t9UuWkHXBBSSNOYrq+S/0+Fq8ta++Ch4P82da6D+8/dTbrdmys9sM8sES8vLIv/tuCufPIzF/EHt+9ztqX36ZrAsvZMQ7bzPg1lt7NMgHZF1yMd7aWuoWLQppfw30PWhp6VIAji+IXKAPtOgbmhsorS+N+I3YgKNzjwbg/pX30+hpPGhboEXf21bdCdbf3p/C9ELNexOmfe++B83NpJ91JlkXXkjjV1/hWhP6qmTdZYyh5qUFuMeNZFe2RG0MvX3iRIb++3mGPPMMI95+iwH/9xsS8sIbxhtJjqlTSRo1iqrn/hXSH1YN9D1oyc4lFKQWUJheGLFzBpYTDCT2ilagH5s9lqvHX83CTQu5/I3LWxZ4AN9iKdA7WvTGGBo+/5ydP/0Zu275JcZzYHWqyXmTWbl3ZUgrVimfukWLSBg8mORx40g/6yzEbqf6hRd6rHznypU0bd3KnpPGAdEbQw8gFgspx0wjYeDAqJURcl1EyLr0EhrXrcP5eUmn+2sffQ9p9DSyfPdyzht1XkRnj6YlpuF0O1lX6cuTfURmZHLctCYi/HjSjxnXfxy/Wvor5rw2h7uOv4vjBh3XYR+9t7GR5h07aNq+naZt22ne4fu/aft23yxAr9fXIvF6MV4veL2IzUbCwIEkDBpEQkGB//9BJBYUkHTEEYg1tFmvwUxTE3VvvU3VP/+Ja/Xqlj7lhPyB5Pz4x4Av0C/YsICNNRs5st+R3fuBHQbclZXs/+QTsq+6ChHBmppK+plnUPf6IvJuuaXTbpFIqFnwMhaHgy8nZpK4JZEcR2iL9vQFGd/6FmX3/pnq55/HMenoDvfVQN9DVuxZgcvjYmbBzIieN5DYrLisGLvNfshkkUibNWQW88+az42Lb+RH7/6IHxb9kH1N+0i2JmO3HXxTqHrePPbefgemubnlOUt6OolDhmAfP843SUQsYLEgFvF9b7Vgmppp3rWL5p07aVixomVaOIB98mQK7v9ryKMb3NXV1Mx/gernn8ddVkZiYSF5//cbMs85hz2330HFw49gnziR1BNOYEreFABW7F2hgT4E+95+Gzwe0s84o+W5rAsvpPalBb6bshddFNXyPfX7qXvzTTLOPINt7r3kp+Z3ew2G3sSSkkLGt8/zjb65+aYO99VA30OW7FxCsjW5JZhESiANQvHeYkZmdn+xkVAMSR/Cc2c8x23LbuPhkodJsCTQ396/5ZOKMYbyv95P5WOPkXL88WScfTaJQ4eQOGRImzMAO2KMwVtXR1NpKc6SEsr+dC9bvnMBBX/7G/bx49o/zu2m6p/PUf7AAxink5Rjj2XgH28j5bjjWqaOD/i/3+D68kt23nQzwxYsYGDBIAalDqJ4b3Gbw0jVwWpff53EkSNIOuJAd2Hy+PEkjR5N9fwXyJwzJ6q5j+reWIRpaICzTuHjTTdHvBHVG2RdfDHVz/6T6hdf7HC/w+fPXwwZY/iw9EOmDZxGsq37U7GDBRKblTWURSw1cSjsNju3H3c7vz7m1xgMeQ7fjSnT3MzuW35J5WOPkXnBBQx+5GEyvnUW9gkTwg7y4OsysmZkYB87ln6XXkrh8/8Ci7Dt0kt9oy3a4PryS7bOuYiyu+8m5ZhjGP7fhQx58glSZ848KD+IJTmZggfuB6+XnTfcgLexkcl5kyneW9zjI0d6m+Y9e3CuKCb9jDMOCuYiQtacC2lctw7XF2ujWofalxaQOHIEDzW9TaOnkblFc6NaXjxKGjaMlGOPpWZ+x/dFNND3gG1129ixb0dEh1UGBFr0EL0bse0REeaMnsPLZ7/MH4/7I576/ey49ofUvvoq/X98PQP+8HvEFtkPjcljxjDspZewFxWx6+Zb2HvnXRi3G/BNiNn7pz+x5YILad67l0F/uY+CRx4maVT7P5fEIUPIv+tOXGvXsveOO5mcN5kqV1W769Aqn7o33gQgI6jbJiBwU7bmhflRK79x40acq1bhOv1YXt28kMuOuoyh6UOjVl48y7r0Etx793a4jwb6HrBk5xIAjht0XMTPfVCgj9IY+s4MyxjGoEYH2y6/jP2ffMLA2/9Izo9+FLWP7bZ+/Rjy5BNkffe7VD3zDNuvvpq6t95m87fOpurJp8j89nmMeP010meHlk8o7eSTyb76Kmrmz2fq5/U4bA5+v+z3NHuaOz32cFW3aBHJY8eSWFgIwNrKtdS4agCwpqWRfsZsal9fhCfo/kok1by0ABJs/DX3c7KTs7lmwjVRKac3SD3hhINmALdFA30PWFK6hOEZw6MyxjdwMxa636I3Xi/1S5ZS98YbBw077Ezjpk1svehimrZsZfAjD5N5/vndqkcoJCGBAb/+FQNvvx3nimJ23nADYrMx5NlnGHjbbVgzMsI6X84NN+CYNo39d/yFOwdey+ry1dz92d1Rqn3v1rR9O641a1puwr655U0ufu1iLn/z8gNrB194oX+m7OsRL980NVH76qvUTzuKT5zruGHSDV1e06EvEKuVzIs7vvGtgT7KGpobWLF3RVS6beBAH31/e/8uT1jyulxUz3+Bzd86mx1XX83OG3/Klu9cQMPKzzs8zlNXx957/sSWc8/D63Ix9NlnSZ3ZszfEMs//NkOff568W29l2Kv/IWXatM4PaoPYbAy6789Y09IYcvc8rh5yEfO/ns/CTQsjXOPer27RGwCkzz6dpTuX8sslv2R0v9Hsqt/FD9/9IfVN9SRPmEDSkUdSE4Ux9fs+WIynuppnh+1kXPY4zhl5TsTL6G0yv/OdDrdroI+y5buX0+xtjuhs2GBJ1iSSrEld6rZxl5dTdv/9bDxpFnt++1skKZH8u+8i/8/34qmqYtsll7Drll/irqg46DjjdlP1/PNs+ubpVP3jH6SfdRbDXn65w1Ew0WQfP45+l1+GJal7OX5s/fsz6K9/wb17D7P/8B7fah7DH5b9oWWOgvKpW7QI+6RJfGHby40f3MjIrJE8+c0nue/E+1hftZ7r37+eRk8jmXMuxPXllzgjfFO2ZsFLuPql8L9BtdxyzC2H1ZDK9tiyOm7k6U8oypbsXILD5ujWIiPG66XunXfY88fbca754pDt0wZM48TBJ4Z0Lk9dHXVvvsnOX9zExlknU/noY9iPPpohzzzDsAULyDjnHDLOPJMRi14n++qrqX39dTadPpuqZ5/FuN3Uf/ghm885l71/uI2kUaMofOlF8u+8g4S8ns/3EQ2OyZMZ+q9/gcBlD3zFN9cmcOPiG6ltrI111eJC44YNNK5fj+vEycx9dy4DUgbw6CmPkpaYxsyCmdx+3O0U7y3mF//7BY4zT0eSk6mZH/pNWeN2+1Zl+vBDvI2Nh2xv3rOH/Us/4o2jGjlr5NlMzJkYycvrsySUYWQicjpwP2AFnjDG3NVqu/i3nwE0AFcYY1aGcmxbpkyZYlas6P05R4wxnLbgNMZmj+WvJ/01/OPdbureeJPKxx+jccNGsFjA6yX1xBPpf9112Md1vm6k8XpxrVvH/iVLqF+yFGdJCXg8WNLTyTjrLPpdflnLDbW2NG7Zwt7b72D/0qVYs7LwVFeTOHQouTf9gtRZs3p8jdie4q6uZudPf0rDsk94d5KVry87lgdOf+Swbz2WP/AAFY8+xs0/7UdDRhLPzn6W/NSDbwTO/2o+f1z+R84afhbXv2Gh9uWXSRw5gpTpM0j5xgwcU6celMrYU1/P/qUfUf/B+9Qv/h+eWt8fVUtKCqmzZpF++jdJOe44LElJVDzyCOX3P8DPr0vhH99f1LLqkwIRKTbGtDlRp9NALyJWYD1wKlAKfAZcbIz5MmifM4Dr8QX6Y4D7jTHHhHJsW/pKoF9fvZ7zF57P77/xe7496tshH2eamqhduJCKv/+d5m3bSRo1kuxr/h+pM4+n+t//pvIfT+OtrSX1pJPoP3fuQQHf63TiWrsW56rVONesoaF4BZ5yX9dL8pgxpMw8ntSZM7FPmBDy0EdjDPXvvUf18/8m9cQTyLroIiSx76+tatxuyu+/n8q/P8H6fCj79RVcPevmyJ3fmF71h9IYw/rTTmVdQgX3XZ7O07OfZnhG22sfPL76cf72+d+4fOgFXLkxn4ZPltOwYgXG5QKrFfv48dgnTaLx66/Z/+mn0NyMNSOD1BNPIPWkWVgcdureeov6d9/DU1uLxeEg9aSTqPlsGWvt1dTd+1OuGn9VD/8E4lt3A/0M4HfGmG/6H/8SwBhzZ9A+jwGLjTH/9j/+GjgRKOzs2LaM6O8wd58Tm6GCkVRmNWxN9HBBXRIO0+oNbQBv4H+DeH3/4wW2NSENXky2FTPeDoMTITggNHnhKxfypQtpMpiCBLBboMINNR7E/ys1qRbob8MMSoD8RN8+KmxmWyOej+tpSICtExNIsIQRnA0kNBkSGwxJTv+X/3trMzQlC40O/5fd93+TXfCGn86nwzqI/6v19+0Rf1wQ74H9bU2GoevcPHW6hZmD0hne3H4lDYbn0l28ntbErP0JFDRbsXgMWXs89C/10H+nh8wyL/szhL1DbewttFE9wIJp9bMVjyF7l4f8TW4GbHGT6IInv2Xl0qwMEuk9fyR7wrhffdRuoA+lSTcI2BH0uBRfq72zfQaFeCwAInINcA3A2KRkxn7UFELV4tuBdraz030N+O6YWIB+NrwzUiA/4eAAH5BogQkOzOhkjD/gY4D+NhiXiLe/zfe9BvaIkKFJmAwrTUvrKFrWtbH1dXaoSYGKFKG2H9SmCK4ESG+AzP2GjP1eMsqh/35IjpPh+14J+rL4/t+TBcfkpHYY5AEE4bt1ybgs8F5KE+C/qGz8bwwLVo/gsQq+F28HF50NjAerx8rgSpgjDhKbNMiHI5RA39ZPtHVboL19QjnW96QxjwOPAxxdNMEMeCfy429jwWFzYLO0/WMWmw0SEhCrtUsZGQOMxwMiB03vV5HncTdTV70n7OPE7iA/IfQZwt6GBvDP9o0MAasFxIJYfUnksFh8jYi2GhLG+F5PbWxLtiWHtYLZX4F9TfvwGm/Xqx8kwZIQsdXZ+pxftf/HL5RXXykQvAJtAbArxH0SQzj2EFZbIlk5oS16q+jWHwkVOqstoWdel0nhTfaKd4G5Hip2QmkCfgaMEpFhIpIIXAS0nkWyELhcfKYDtcaY3SEeq5RSKoo6bdEbY9wich3wFr4hkk8ZY9aKyLX+7Y8Ci/CNuNmIb3jllR0dG5UrUUop1aaQxtH3tL4yvFIppXpKR8Mr9e6dUkr1cRrolVKqj9NAr5RSfZwGeqWU6uPi8masiOwDvgYygPbSBra3rSvH9Acq2ni+K+V0Vn5CG2VF8zqDry2SP7OOfpbNPVBOYFs4P89IlB+Ln2ekXpuhHtO6zGhfZ0evmWiU39ZrJhrlhPMejET5Rxpj2p60YIyJuy9ghf//xzvYp81tXTxmRaTK6az8tsqK5nUGlxfhn1m7P8ueKKcrP89IlB+Ln2e0XhuhvGZ64jo7es1Eo/z2fqY98fPsqfd6669477r5bxe2deWYrtQhkuXH+phYl99Tx8S6/K4eE+vy9XcTuWNiEtPitetmhWlnPGhvL68vX5uW1/vLi0WZWl70y4nXFv3jfbi8vnxtWl7vLy8WZWp5US4nLlv0SimlIideW/RKKaUiRAO9Ukr1cTEL9CJS34NleUSkJOirsIN9F4tIl26ciIgRkX8GPbaJSLmIvNaV84VZ9nn+8kdHsYxYXl+PvV5CLbM7r5VW54n6765Veb8SkbUistr/fmhz1bcIl1kgIq+KyAYR2SQi9/tTl7e3/09EJOwVRvw/xz8HPf65iPyui9UOpbxAbFkrIqtE5Kci8beCfNxVKEqcxpiioK+tUSpnPzBOROz+x6cCO8M5gYiEvhTRwS4GluLL+R9OeeGsWtLt61Nt6tLvriv8a0CfBUwyxkwATuHg5T6jUaYALwP/McaMAo4AUoHbOzjsJ0BXlpJqBL4tIv27cGxXBGLLWHzvhzOA3/ZQ2SGLaaAXkVQReU9EVorIGhE5x/98oYisE5G/+/9Svh0UXCJV9mQR+Z+IFIvIWyIyMGjzd0XkYxH5QkSmhXnqN4Az/d9fDPw7qMxp/vN+7v//SP/zV4jIiyLyX+DtLlxLKnAs8AP8wUJEThSRD0XkFRH5UkQeDbQ0RKReRP4gIsuBGT1wfUtEpChov49EZEIXrvPE4E8PIvKgiFzh/36riPw+6LUUkdZxR2VG6Pzt/e7au84zROQrEVkqIg904dPUQKDCGNMIYIypMMbsau/94P/U8tduvB8AZgEuY8w//GV6gBuB74tIiojc6/+drRaR60Xkx0A+8IGIfBBmWW58o09ubL1BRIb6481q//9DRCTD/9oJvDccIrJDRBLCvUhjTBm+da+vEx+riPxJRD7zl/n/gupyk/+aV4nIXeGWFa5Yt+hdwHnGmEnAScCf/X/9AUYBD/n/UtYA53ejHLsc6LZ5xf9L/BvwHWPMZOApDm5dpBhjvgH8yL8tHPOAi0QkGZgALA/a9hUw0xhzNPB/wB1B22YA3zPGzAqzPIBzgTeNMeuBKhGZ5H9+GvAzYDwwAvi2//kU4AtjzDHGmKVhltWV63sCuAJARI4Akowxq8MsNxQV/tfSI8DPo3D+aDiXtn93h/D/zB8DZhtjjgNyulDe28BgEVkvIg+LyAlRfj+Abznw4uAnjDF1wHbgKmAYcLT/E8a/jDEP4Fty9CRjzEldKO8h4FIRab0m44PAs4FygAeMMbXAKuAE/z7fAt4yxnRpiXZjzGZ8cTUX3x/vWmPMVGAqcLX4Vtubje/3fowxZiJwT1fKCkdXuwkiRYA7RGQm4AUGAXn+bVuMMSX+74uBwm6U4zTGFLUUKjIOGAe84/+7YgV2B+3/bwBjzIciki4imcaYmlAKMsasFt89gIvxrbwVLAN4RkRG4VskPbjV8I4xpiqciwpyMb51mMEXiC8GXgc+9b/wEJF/A8cBLwEeYEFXCuri9b0I/EZEfgF8H3i6K2WH4GX//8Uc+KMW79r73bVlNLDZGLPF//jf+FqQITPG1IvIZOB4fI2r+cAfidL7wU/wvR7aen4m8Kgxxu0vo6vvgRbGmDoReRb4MeAM2jSDA6+Lf3IgwM4H5gAf4PtU9XA3qxBorJ4GTBCR7/gfZ+BrwJ4C/MMY0+Cvb7evuTOxDvSX4muVTDbGNIvIViDZv60xaD8PEMmuGwHWGmPa67Zo/aIMd7LBQuBe4EQgO+j524APjDHn+YPl4qBt+8MsAwARycb30XiciBh8b1KDLwi3dx0u/8fnrgrr+owxDSLyDnAOcCHQ1RuYbg7+FJrcanvgNeMhcq/tzsrssg5+dwvbKVOIAP/vfjGwWETWAHOJ7vthLa0+kYtIOjAY2NyF84Xir8BK4B8d7BModyFwp4j0AyYD73e1UBEZju/1V4bv93W9MeatVvucTnSuuV2x7rrJAMr8Qf4kYGgPlfs1kCO+G1OISIKIjA3aPsf//HH4Pnq1lzmuPU8BfzDGrGn1fAYHbl5eEXat2/YdfB9HhxpjCo0xg4Et+Frv0/wfFS34rincbpr2dOX6ngAeAD7rRgtmGzBGRJL8H8tP7uJ54qXM9n53tFPmV8BwOTBqbE64BYrIkf5PXAFFwDqi+354D3CIyOX+81iBP+P7ZPc2cK34ByH4gy3APqDtTIwh8L/GXsDXfRLwMQdueF+K//1gjKkHPgXuB17raiNIRHKAR4EHjW8m6lvADwP9/SJyhIik4Lvm74t/VFHQNUdNTFr0/l9qI75+sv+KyAqgBN8LOeqMMU3+j1MP+N9INnwtgMDC5dUi8jGQjq+rIdzzl+J70bR2D76ujZ/SjVZDKxcDrW/mLAB+CCzzbxsPfAi8EokCu3J9xphiEamj4xZWmwKvF2PMDhF5AVgNbAA+D7vy8VVme7+7S/AFqYPKNMY4ReRHwJsiUoEvOIUrFfibiGTi+7SyEV/3z+NE7/1gROQ84GER+Q2+BuYi4FZ8rd8jgNUi0gz8HV9f+uPAGyKyu4v99OD7Y3Jd0OMfA0/5uxDLgSuDts3H18V4Yphl2EWkBF83pRtfl9B9/m1P4OtyXum/91gOnGuMeVN8gxNWiEgTB34WUROTFAgiMhH4uzGmK3fwVQhE5ETg58aYs2JcFQBEJB9fd8FoY4w3zGN7/PUSr69REUn197MLvpuOG4wxf4lieYvxvY5WRKsMFX093nUjItfiu7nz654uW8WG/yP7cuBXXQjyPf56ifPX6NX+FuRafF1lj8W2Oqo30KRmSinVx/VIi15EBovIB+KbBLVWRG7wP99PRN4R37Tod0Qky/98tn//ehF5sNW5EkXkcfGNA/5KRLozvl4ppfq8HmnRi2+W3UBjzEoRScM3zvlcfCMzqowxd4nILUCWMeZm/53po/GN7R1njLku6Fy/B6zGmF/7R5P0M8a0t6amUkod9npk1I0xZjf+CRjGmH0isg7f5KhzOHCX+xl8N+tuNsbsB5aKyMg2Tvd9fBNH8Pf3apBXSqkOxOJmbCG+1vpyIM//RyDwxyC3k2Mz/d/eJr6cJi+KSF5Hxyil1OGuRwO9+BI4LQB+4s91ES4bUAB85M9psgzfDE2llFLt6LFA758dtgBf0qJATpK9ciBL3kB804Y7Ugk0cGDiz4tAu0mglFJK9dyoGwGeBNYZY+4L2rQQ+J7/++8Br3Z0Hv+04v9yoF//ZODLiFZWKaX6mJ4adXMcsARYgy9LJfim/C7HN9V7CL6UpRcE8qD4E5ylA4n40hSfZoz5UkSG4ptmnIl/GrMxZnvUL0IppXopnTCllFJ9XKyzVyqllIoyDfRKKdXHaaBXSqk+TgO9Ukr1cRrolVKqj9NAr/oUEcn0r8KEiOSLyEtRLKtIRM6I1vmVihQN9KqvyQR+BGCM2WWM+U4UyyoCNNCruKeBXvU1dwEjRKTEn/TuCwARuUJE/iMi/xWRLSJynYj8VEQ+F5FPAgs0i8gIEXlTRIpFZImIjPY/f4GIfCEiq0TkQxFJBP4AzPGXNUdEUkTkKRH5zH/ec4LKftV/3q9F5Lf+51NE5HX/Ob8QkbAX+1YqFDFZHFypKLoF3xoGRf5Mqa8FbRuHL3NqMr5FsW82xhwtIn8BLse3IPbjwLXGmA0icgzwMDAL+D/gm8aYnSKS6V9g/v+AKYH1EkTkDuB9Y8z3/ZlWPxWRd/1lT/OX3wB8JiKvA0OBXcaYM/3HZ0TpZ6IOcxro1eHkA2PMPmCfiNTiy5sEvtQcE/zZVb8BvOhLzwRAkv//j4CnReQF4GXadhpwtoj83P84GV96D4B3jDGVACLyMnAcsAi4V0TuBl4zxiyJxEUq1ZoGenU4aQz63hv02IvvvWABaowxRa0PNMZc62/hnwmUiMgh+wACnG+M+fqgJ33Htc41Yowx60VkMr5+/jtF5G1jzB/CvyylOqZ99Kqv2QekdeVA/xoJW0TkAvBlXRWRif7vRxhjlhtj/g/fqmaD2yjrLeB6f7ZWROTooG2n+tdItuNbRvMjEckHGowxz+FbV0FTbquo0ECv+hR/98hH/puwf+rCKS4FfiAiq4C1+Ja7BPiTiKzxn/dDYBXwATAmcDMWuA1IAFb797st6LxL8WVdLQEWGGNWAOPx9eOXAL8C/tiF+irVKc1eqVSUicgVBN20VaqnaYteKaX6OG3RK6VUH6cteqWU6uM00CulVB+ngV4ppfo4DfRKKdXHaaBXSqk+TgO9Ukr1cf8fWQiJyp/YdKwAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "no_of_years = 4\n",
    "# We have (1):1/100yr event, (2):1/50yr event, (3):1/20yr event, (4):extreme event\n",
    "\n",
    "EENS = np.zeros(no_of_years)\n",
    "SAIFI = np.zeros(no_of_years)\n",
    "SAIDI = np.zeros(no_of_years)\n",
    "ASUI = np.zeros(no_of_years)\n",
    "\n",
    "inputdir = \"/gws/pw/j05/cop26_hackathons/oxford/Group_folders/group_2/2.3_shared/euro-calliope-uk_irl_2\"\n",
    "    \n",
    "#Looping\n",
    "for x in range(0,no_of_years):\n",
    "    new_model = calliope.Model(\n",
    "        os.path.join(inputdir, \"national_AWD\", \"example-model\"+str(x+1)+\".yaml\"),\n",
    "        #os.path.join(inputdir, \"national_AWD\", \"example-model.yaml\"), \n",
    "        scenario=\"freeze-hydro-capacities,dispatch,load-shedding\"\n",
    "    )\n",
    "    update_model_capacities(model, new_model, fillna=True)\n",
    "    \n",
    "    calliope.set_log_verbosity(verbosity='info', include_solver_output=False, capture_warnings=True)\n",
    "    new_model.run()\n",
    "    \n",
    "    energy_production = new_model.get_formatted_array(\"carrier_prod\").to_series().dropna()\n",
    "    wind = (\n",
    "        energy_production[energy_production.index.get_level_values(\"techs\").str.find(\"wind\") > -1]\n",
    "        .sum(level=[\"locs\", \"timesteps\"])\n",
    "        .unstack(\"locs\")\n",
    "    )\n",
    "    wind_7D_sum = wind.resample(\"7D\").sum()\n",
    "    ax = wind_7D_sum.plot()\n",
    "\n",
    "    energy_production.xs(\"load_shedding\", level=\"techs\").droplevel(\"carriers\").unstack(\"locs\").resample(\"7D\").sum().plot(ax=ax)\n",
    "    \n",
    "    # look time series\n",
    "    energy_production = new_model.get_formatted_array(\"carrier_prod\").to_series().dropna()\n",
    "    wind = (\n",
    "        energy_production[energy_production.index.get_level_values(\"techs\").str.find(\"wind\") > -1]\n",
    "        .sum(level=[\"locs\", \"timesteps\"])\n",
    "        .unstack(\"locs\")\n",
    "    )\n",
    "    wind_7D_sum = wind.resample(\"7D\").sum()\n",
    "    ax = wind_7D_sum.plot()\n",
    "\n",
    "    energy_production.xs(\"load_shedding\", level=\"techs\").droplevel(\"carriers\").unstack(\"locs\").resample(\"7D\").sum().plot(ax=ax)\n",
    "    \n",
    "    \n",
    "    # Energy production, units = 100 GWh (summed over three hours)\n",
    "    energy_production = model.get_formatted_array(\"carrier_prod\").to_series().dropna()\n",
    "    # Wind production\n",
    "    wind = (\n",
    "        energy_production[energy_production.index.get_level_values(\"techs\").str.find(\"wind\") > -1]\n",
    "        .sum(level=[\"locs\", \"timesteps\"])\n",
    "        .unstack(\"locs\")\n",
    "    )\n",
    "    print(wind.head())\n",
    "    wind_7D_sum = wind.resample(\"7D\").sum()\n",
    "    ax = wind_7D_sum.plot()\n",
    "    ax.set_ylabel(\"Weekly onshore+offshore wind energy production (100 GW)\")\n",
    "    \n",
    "    #Number of customers served - currently redundant\n",
    "    customers = 40000000\n",
    "\n",
    "    #Get the load shedding timeseries data to an array called df\n",
    "    df = new_model.get_formatted_array(\"carrier_prod\").loc[{\"techs\": \"load_shedding\"}].to_series().dropna()\n",
    "    print(df)\n",
    "\n",
    "    #Get the load timeseries\n",
    "    df_load = new_model.get_formatted_array(\"carrier_con\").loc[{\"techs\": \"demand_elec\"}].to_series().dropna()\n",
    "    print(df_load)\n",
    "\n",
    "    #Calculate Expected Energy Not Supplied by adding up all load shedding energy\n",
    "    EENS[x] = df.sum()\n",
    "\n",
    "    #Express load shedding (df) as a fraction of load (df_load), then multiply with customers - this gives an estimate of the customers affected\n",
    "    df.loc[df > 0] = (df / abs(df_load)) * customers\n",
    "    df.loc[df == float('inf')] = 0.0\n",
    "    df.loc[df <= 0] = 0.0\n",
    "    \n",
    "    #Take the sum of all customers affected per instance, then divide with total customers, to get SAIFI = Σ(λ_i*N_i)/N_T.\n",
    "    #Interruptions = df.apply(lambda x : True if x > 0 else False)\n",
    "    #num_interruptions = len(Interruptions[Interruptions==True].index)\n",
    "    SAIFI[x] = df.sum() / customers\n",
    "    SAIFI[x]\n",
    "\n",
    "    #Multiply SAIFI with the timestep (currently 24h), to get the duration\n",
    "    SAIDI[x] = SAIFI[x] * 24\n",
    "    SAIDI[x]\n",
    "\n",
    "    #Calculate ASUI\n",
    "    ASUI[x] = SAIDI[x] / 8760\n",
    "    ASUI[x]\n",
    "\n",
    "    #Print all reliability indices\n",
    "    print('EENS =',EENS)\n",
    "    print('SAIFI =',SAIFI)\n",
    "    print('SAIDI =',SAIDI)\n",
    "    print('ASUI =',ASUI)\n",
    "    \n",
    "    #save to csv files\n",
    "    df.to_csv('~/load_shedding'+str(x+1)+'.csv')\n",
    "    df_load.to_csv('~/load'+str(x+1)+'.csv')\n",
    "    Reliability_df = pd.DataFrame([EENS,SAIFI,SAIDI,ASUI])\n",
    "    Reliability_df.to_csv('~/ReliabilityIndices.csv') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "xval=[1,2,3,4]\n",
    "plt.plot(xval,EENS*1000, label='EENS x1000')\n",
    "plt.plot(xval,SAIFI*10, label='SAIFI x10')\n",
    "plt.plot(xval,SAIDI, label='SAIDI')\n",
    "plt.plot(xval,ASUI*10000, label='ASUI x10,000')\n",
    "plt.xticks(xval)\n",
    "plt.xlabel(\"Event case number (1: 1/20 years - 2: 1/50 years - 3: 1/100 years - 4: extreme)\")\n",
    "plt.ylabel(\"Reliability indicator value\")\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "euro-calliope",
   "language": "python",
   "name": "euro-calliope"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.10"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}