This is a project for detecting anomaly data in wind turbine SCADA system
- [RNN/LSTM/Vanilla] AE(Autoencoder)
- CNN on timeseries
- (TODO) TCN
- (TODO) VAE
(perhaps TODO) GAN
The dataset is come from Penmanshiel Wind Farm Data, You may find more datasets at Wind_Turbine_SCADA_open_data.
- pytorch
- scikit-learn
- numpy
- matplotlib
- pandas
- OmniXAI