SOH estimation on Battery Mission Profile B9 to B5
0.94R2CITL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CITLTtr (Training time)=0.9, Tte (Testing time)=0.4, L (Hidden nodes)=8.252025.12 | 0.94 | 0.43 | |
| SS-TCATtr (Training time)=14.84, Tte (Testing time)=4.832025.12 | 0.89 | 0.63 | |
| AS3LSTMTtr (Training time)=569.83, Tte (Testing time)=549.312025.12 | 0.88 | 0.53 | |
| BO-CNN-TLTtr (Training time)=52.54, Tte (Testing time)=48.022025.12 | 0.85 | 5.13 | |
| DDANTtr (Training time)=878.38, Tte (Testing time)=12022025.12 | 0.76 | 0.68 | |
| MMD-LSTM-DATtr (Training time)=100.88, Tte (Testing time)=15.682025.12 | 0.44 | 2.15 |