SOH estimation on Battery Mission Profile B10 to B5
0.95R2CITL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CITLTtr (Training time)=0.23, Tte (Testing time)=0.15, L (Hidden nodes)=5.72025.12 | 0.95 | 0.36 | |
| DDANTtr (Training time)=701.96, Tte (Testing time)=12862025.12 | 0.87 | 0.53 | |
| SS-TCATtr (Training time)=8.94, Tte (Testing time)=2.222025.12 | 0.73 | 0.97 | |
| BO-CNN-TLTtr (Training time)=49.26, Tte (Testing time)=41.152025.12 | 0.72 | 7.87 | |
| AS3LSTMTtr (Training time)=937.23, Tte (Testing time)=859.642025.12 | 0.57 | 1.68 | |
| MMD-LSTM-DATtr (Training time)=140.59, Tte (Testing time)=17.682025.12 | 0.42 | 2.17 |