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. 2022 Apr 12;25(5):104260. doi: 10.1016/j.isci.2022.104260

Table 1.

Statistical errors of SOH estimation for different batteries

Errors NMC-LCO
NCA
NMC
LFP
MLR SGPR DCNN MLR SGPR DCNN MLR SGPR DCNN MLR SGPR DCNN
Training MAE (%) 0.97 0.29 0.32 1.80 0.31 0.32 0.89 0.80 0.31 1.40 0.20 0.23
RMSE (%) 1.28 0.52 0.66 2.29 0.63 0.52 1.35 1.40 0.46 1.82 0.70 0.41
Test MAE (%) 1.02 0.30 0.37 1.88 1.97 0.95 0.84 0.83 0.40 1.30 0.34 0.27
RMSE (%) 1.30 0.50 0.68 2.48 2.07 1.18 1.38 1.51 0.54 1.74 0.81 0.49
Test (random) MAE (%) 1.05 0.29 0.36 1.93 1.96 0.95 0.91 0.91 0.39 1.31 0.35 0.27
RMSE (%) 1.33 0.47 0.63 2.55 2.07 1.18 1.46 1.60 0.53 1.72 0.83 0.47