PRKL hybrid model reduces SOC estimation RMSE to 1.19% (77% better than physics-only EKF) on LFP battery data across temperatures and drive cycles.
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Physics-guided residual Kalman learning for state-of-charge estimation of lithium iron phosphate batteries
PRKL hybrid model reduces SOC estimation RMSE to 1.19% (77% better than physics-only EKF) on LFP battery data across temperatures and drive cycles.