SOH estimation on Battery Mission Profile B8 to B5
0.98R2CITL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CITLTtr (Training time)=0.24, Tte (Testing time)=0.05, L (Hidden nodes)=7.252025.12 | 0.98 | 0.22 | |
| DDANTtr (Training time)=758.32, Tte (Testing time)=12662025.12 | 0.88 | 0.54 | |
| BO-CNN-TLTtr (Training time)=63.48, Tte (Testing time)=46.522025.12 | 0.8 | 8.43 | |
| SS-TCATtr (Training time)=10.23, Tte (Testing time)=2.62025.12 | 0.75 | 0.94 | |
| AS3LSTMTtr (Training time)=636.45, Tte (Testing time)=632.872025.12 | 0.68 | 0.72 | |
| MMD-LSTM-DATtr (Training time)=160.16, Tte (Testing time)=16.932025.12 | 0.6 | 1.81 |