SOH estimation on Battery Mission Profile B5 to B3
0.0091RMSECITL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CITLTtr (Training time)=12.4, Tte (Testing time)=0.82, L (Hidden nodes)=92.72025.12 | 0.0091 | 0.91 | |
| DDANTtr (Training time)=921.79, Tte (Testing time)=13082025.12 | 0.0142 | 0.53 | |
| AS3LSTMTtr (Training time)=696.24, Tte (Testing time)=505.142025.12 | 0.0144 | 0.73 | |
| MMD-LSTM-DATtr (Training time)=239.37, Tte (Testing time)=34.442025.12 | 0.0148 | 0.71 | |
| BO-CNN-TLTtr (Training time)=55.22, Tte (Testing time)=41.52025.12 | 0.0169 | 0.9 | |
| SS-TCATtr (Training time)=7.42, Tte (Testing time)=1.62025.12 | 0.0995 | — |