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. 2023 Apr 21;8(17):15564–15585. doi: 10.1021/acsomega.3c00918

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