Table 4. Performance Indicators of Three Algorithms for Capacity Estimation Using BBDST Working Condition Data with Different Types of Noise (the Unit of MAE and RMSE Is Ah).
no added
noise |
noise1 |
noise2 |
||||
---|---|---|---|---|---|---|
HPPC | MAE | RMSE | MAE | RMSE | MAE | RMSE |
DEKF | 4.7637 | 2.5075 | 5.1372 | 2.6270 | 5.3329 | 2.3111 |
WMCC–DEKF | 0.2987 | 0.1870 | 0.3093 | 0.1891 | 0.3595 | 0.2202 |
WMI-WMCC–DEKF | 0.2419 | 0.0204 | 0.2418 | 0.0201 | 0.2823 | 0.0205 |