SOH estimation on Battery Mission Profile B5 to B4
0.95R2CITL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CITLTtr (Training time)=0.17, Tte (Testing time)=0.15, L (Hidden nodes)=4.652025.12 | 0.95 | 0.52 | |
| DDANTtr (Training time)=714.55, Tte (Testing time)=10392025.12 | 0.92 | 0.55 | |
| BO-CNN-TLTtr (Training time)=45.16, Tte (Testing time)=40.12025.12 | 0.89 | 2.11 | |
| SS-TCATtr (Training time)=9.29, Tte (Testing time)=1.922025.12 | 0.88 | 0.84 | |
| AS3LSTMTtr (Training time)=671.22, Tte (Testing time)=470.662025.12 | 0.84 | 1.13 | |
| MMD-LSTM-DATtr (Training time)=134.44, Tte (Testing time)=16.162025.12 | 0.82 | 1.19 |