An encoder-transformer architecture-based framework for multi-variate time series prediction with a prognostics use case. We validated the effectiveness of the proposed framework on all four sets of the C-MAPPS benchmark dataset for the remaining useful life prediction task.
If you use the code for your work, please cite the following paper:
@article{ogunfowora2023transformer, title={A Transformer-based Framework For Multi-variate Time Series: A Remaining Useful Life Prediction Use Case}, author={Ogunfowora, Oluwaseyi and Najjaran, Homayoun}, journal={arXiv preprint arXiv:2308.09884}, year={2023} }