Robust and lightweight lithium-ion battery SOC estimation using a short-history Random Forest under temperature variation and sensor uncertainty.
machine-learning battery random-forest battery-management-system lithium-ion-battery soc-estimation state-of-charge temperature-generalization sensor-robustness
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Updated
Oct 11, 2026 - Jupyter Notebook