fig5

Figure 5. Identification results of the CNN model for sensitive electrochemical parameters and SOH. (A) Comparison of true values with predicted values; (B) error analysis of the predicted results. CNN: Convolutional neural network; SOH: state of health; MAPE: mean absolute percentage error; MSE: mean squared error; RMSE: root mean squared error.