SOH estimation on Battery Mission Profile B1 to B5
0.81RMSECITL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CITLTtr (Training time)=0.31, Tte (Testing time)=0.1, L (Hidden nodes)=5.152025.12 | 0.81 | 0.8 | |
| DDANTtr (Training time)=743.91, Tte (Testing time)=13172025.12 | 1.14 | 0.61 | |
| AS3LSTMTtr (Training time)=506.56, Tte (Testing time)=493.232025.12 | 1.24 | 0.72 | |
| MMD-LSTM-DATtr (Training time)=390.75, Tte (Testing time)=24.32025.12 | 1.48 | 0.73 | |
| SS-TCATtr (Training time)=12.2, Tte (Testing time)=3.342025.12 | 2.93 | — | |
| BO-CNN-TLTtr (Training time)=141.84, Tte (Testing time)=47.552025.12 | 5.03 | 0.76 |