A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.
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Updated
Nov 10, 2024
A repository of awesome Non-Intrusive Load Monitoring(NILM) with code.
A project aimed at optimizing energy distribution and detecting electricity theft in the Gorwa Sub Division of MGVCL using Machine Learning and Big Data analytics for real-time monitoring and visualization.
Готовая сборка webpack c сеткой smart-grid
Reupload of my project leveraging Federated Learning on Smart Grid data.
A Graph Reinforcement Learning model that combines RL and Graph Neural Networks to solve Dynamic Economic Power Dispatch
A Comparative Study of Multi-Objective and Neuroevolutionary-based Reinforcement Learning Algorithms for Optimizing Electric Vehicle Charging and Grid Stability
MESMO - Multi-Energy System Modeling and Optimization
IoT, Azure and Machine Learing connectivity plugin (Linux)
FaultGuard: A Generative Approach to Resilient Fault Prediction in Smart Electrical Grids
Comwatt Integration for HomeAssistant
A Python library for DLMS/COSEM
Reinforcement learning environment for learning ethical behaviours in a SmartGrid use-case.
MATLAB code and data for the paper Ildar Daminov, Anton Prokhorov, Raphael Caire, Marie-Cécile Alvarez-Herault, "Receding horizon control application for dynamic transformer ratings in a real-time economic dispatch,"in IEEE PES Powertech, Milan, Italy, 2019. DOI: 10.1109/PTC.2019.8810511"
MATLAB code and data for the paper I. Daminov, A. Prokhorov,T. Moiseeva, M-C. Alvarez-Hérault, R. Caire,"Application of dynamic transformer ratings to increase the reserve of primary substations for new load interconnection" in CIRED conference, Madrid, Spain, 2019.
MATLAB code and data for the research article : I. Daminov, A. Prokhorov, R. Caire, M-C Alvarez-Herault, “Energy limit of oil‐immersed transformers: A concept and its application in different climate conditions” in IET Generation, Transmission & Distribution (IF: 2,862, Q1), 2021,
MATLAB code and data for the article 📋: I. Daminov, A. Prokhorov, R. Caire, M-C Alvarez-Herault, “Assessment of dynamic transformer rating, considering current and temperature limitations” in International Journal of Electrical Power & Energy Systems (IF: 3,588, Q1), 2021
This is an API of the power distribution companies in Bangladesh. It includes details of the BPDB, DESCO, DPDC, NESCO, WZPDCL, BREB.
Implementation of some smart grid sheduling algorithms, with a visualization page.
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