SOH estimation on Battery Mission Profile B5 to B2
0.95RMSEMMD-LSTM-DA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MMD-LSTM-DATtr (Training time)=238.94, Tte (Testing time)=63.132025.12 | 0.95 | 0.84 | |
| DDANTtr (Training time)=989.76, Tte (Testing time)=15982025.12 | 1.39 | 0.54 | |
| CITLTtr (Training time)=33.78, Tte (Testing time)=1.72, L (Hidden nodes)=68.552025.12 | 1.4 | 0.67 | |
| AS3LSTMTtr (Training time)=700, Tte (Testing time)=994.652025.12 | 3.84 | 0.54 | |
| BO-CNN-TLTtr (Training time)=56.82, Tte (Testing time)=179.862025.12 | 5.74 | 0.67 | |
| SS-TCATtr (Training time)=14.69, Tte (Testing time)=4.842025.12 | 6.55 | — |