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

Table 1. Performance Indicators of Three Algorithms for SOC Estimation Using HPPC Working Condition Data with Different Types of Noise.

  no added noise
noise1
noise2
HPPC MAE RMSE MAE RMSE MAE RMSE
DEKF 0.1988 0.0170 1.6453 0.1278 1.3241 0.2905
WMCC–DEKF 0.1277 0.0101 0.1290 0.0099 0.1318 0.0101
WMI-WMCC–DEKF 0.0414 0.0015 0.0410 0.0013 0.0405 0.0016