SOH estimation on Battery Mission Profile B3 to B5
0.5RMSECITL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CITLTtr (Training time)=1.93, Tte (Testing time)=0.53, L (Hidden nodes)=38.752025.12 | 0.5 | 0.92 | |
| AS3LSTMTtr (Training time)=631.48, Tte (Testing time)=554.952025.12 | 0.7 | 0.86 | |
| DDANTtr (Training time)=936.62, Tte (Testing time)=13332025.12 | 0.8 | 0.74 | |
| MMD-LSTM-DATtr (Training time)=226.02, Tte (Testing time)=37.242025.12 | 1.46 | 0.74 | |
| BO-CNN-TLTtr (Training time)=38.36, Tte (Testing time)=44.682025.12 | 1.77 | 0.9 | |
| SS-TCATtr (Training time)=7.14, Tte (Testing time)=1.252025.12 | 7.43 | — |