Protection and Control of Modern Power Systems

Table 7 The estimation error of 70% training data RMSE and MAPE

From: Online estimation of SOH for lithium-ion battery based on SSA-Elman neural network

Method	B0005		B0006		B0007		B0018
Method	RMSE	MAPE (%)	RMSE	MAPE (%)	RMSE	MAPE (%)	RMSE	MAPE (%)
Elman	0.0085	0.94	0.0210	2.15	0.0088	0.96	0.0168	1.76
LSTM	0.0051	0.49	0.0094	0.91	0.0053	0.51	0.0082	0.79
SSA-Elman	0.0024	0.27	0.0054	0.42	0.0026	0.25	0.0053	0.51

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