Auto Encoder for anomaly detection on batteries
For train and evaluate use python run.py train python run.py evaluate
Synthetic Data Toolchain:
python Mercurio.py export # export battery voltage and current as CSV episodes for matlab
Generate synthetic data with generate_all_synthetic_data([100,95,90,85,80])
Convert back as dataframe with original timestamp the synthetic data with python Mercurio.py import