SOH estimation on Battery Mission Profile B10 to B9
0.96R2CITL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CITLTtr (Training time)=0.22, Tte (Testing time)=0.25, L (Hidden nodes)=5.42025.12 | 0.96 | 0.43 | |
| SS-TCATtr (Training time)=8.46, Tte (Testing time)=2.222025.12 | 0.89 | 0.83 | |
| BO-CNN-TLTtr (Training time)=29.96, Tte (Testing time)=39.512025.12 | 0.88 | 4.05 | |
| DDANTtr (Training time)=694.45, Tte (Testing time)=12162025.12 | 0.84 | 0.76 | |
| AS3LSTMTtr (Training time)=905.53, Tte (Testing time)=599.312025.12 | 0.83 | 1.21 | |
| MMD-LSTM-DATtr (Training time)=141.29, Tte (Testing time)=17.692025.12 | 0.65 | 1.61 |