SOH estimation on Battery Mission Profile B5 to B10
0.99R2CITL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CITLTtr (Training time)=0.48, Tte (Testing time)=0.15, L (Hidden nodes)=7.92025.12 | 0.99 | 0.33 | |
| BO-CNN-TLTtr (Training time)=52.52, Tte (Testing time)=49.742025.12 | 0.86 | 5.32 | |
| SS-TCATtr (Training time)=9.29, Tte (Testing time)=1.92025.12 | 0.8 | 1.32 | |
| MMD-LSTM-DATtr (Training time)=152.76, Tte (Testing time)=25.452025.12 | 0.78 | 1.22 | |
| AS3LSTMTtr (Training time)=671.16, Tte (Testing time)=516.172025.12 | 0.56 | 1.7 | |
| DDANTtr (Training time)=793.74, Tte (Testing time)=11412025.12 | 0.5 | 1.27 |