Protection and Control of Modern Power Systems

Table 5 The RMSE of different models for LIBs

From: State-of-health estimation of lithium-ion batteries based on electrochemical impedance spectroscopy: a review

Method	25C01	25C02	35C01	35C02	45C01	45C02
IPSO-CNN-BiLSTM	0.0176	0.0238	0.0145	0.0183	0.0236	0.0188
IPSO-CNN-BiLSTM	0.02	0.0268	0.0178	0.0238	0.0292	0.0216
CNN-BiLSTM	0.0341	0.0286	0.0209	0.0266	0.0385	0.0223
LSTM	0.0343	0.0368	0.0225	0.0281	0.0436	0.0239

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