Under LOBO on NASA cells, combined CC+CV charging indicators reach R²=0.874 and beat CC-only or CV-only, while 5-fold CV understates RMSE by about 119% on average.
Predicting the state of charge and health of batter ies using data-driven machine learni ng
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Charging Phase Health Indicators for Battery State-of-Health Estimation: A Systematic Comparison of CC, CV, and Combined Approaches under Cross-Battery Validation
Under LOBO on NASA cells, combined CC+CV charging indicators reach R²=0.874 and beat CC-only or CV-only, while 5-fold CV understates RMSE by about 119% on average.