fig5

Lithium-ion battery health prognosis via electrochemical impedance spectroscopy using CNN-BiLSTM model

Figure 5. RUL prediction at three temperatures. Actual RUL and predicted RUL for (A) the 25C01 cell at 25 °C; (B) the 35C02 cell at 35 °C; and (C) the 45C02 cell at 45 °C. The R2 of this model is displayed in the bottom right corner. The black dashed lines in all plots represent a reference line indicating the expected outcome for the predicted values. RUL: Remaining useful life.

Journal of Materials Informatics
ISSN 2770-372X (Online)
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