Table 6 Performance comparison for B0007 cell.
From: Cycle based state of health estimation of lithium ion cells using deep learning architectures
Model | RMSE | MAE | R² |
|---|---|---|---|
TCN | 0.0067 | 0.0044 | 0.9935 |
LSTM | 0.0068 | 0.0044 | 0.9933 |
GRU | 0.0073 | 0.0054 | 0.9922 |
MLP | 0.0112 | 0.0071 | 0.9818 |
