SOH estimation on Battery Mission Profile B5 to B9
0.96R2CITL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CITLTtr (Training time)=0.3, Tte (Testing time)=0.17, L (Hidden nodes)=7.352025.12 | 0.96 | 0.46 | |
| DDANTtr (Training time)=761.96, Tte (Testing time)=10912025.12 | 0.95 | 0.49 | |
| SS-TCATtr (Training time)=8.68, Tte (Testing time)=2.052025.12 | 0.91 | 0.74 | |
| BO-CNN-TLTtr (Training time)=45.47, Tte (Testing time)=41.632025.12 | 0.89 | 3.17 | |
| MMD-LSTM-DATtr (Training time)=122.11, Tte (Testing time)=14.412025.12 | 0.76 | 1.34 | |
| AS3LSTMTtr (Training time)=671.16, Tte (Testing time)=442.632025.12 | 0.74 | 2.32 |