SOH estimation on Battery Mission Profile B5 to B7
0.69RMSEAS3LSTM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AS3LSTMTtr (Training time)=834.63, Tte (Testing time)=694.312025.12 | 0.69 | 0.81 | |
| DDANTtr (Training time)=864.56, Tte (Testing time)=14262025.12 | 0.71 | 0.7 | |
| MMD-LSTM-DATtr (Training time)=116.5, Tte (Testing time)=15.862025.12 | 1.04 | 0.78 | |
| CITLTtr (Training time)=1.78, Tte (Testing time)=0.75, L (Hidden nodes)=104.252025.12 | 1.05 | 0.72 | |
| BO-CNN-TLTtr (Training time)=48.51, Tte (Testing time)=50.192025.12 | 5.35 | 0.64 | |
| SS-TCATtr (Training time)=8.92, Tte (Testing time)=2.012025.12 | 7.3 | — |