A method for evaluating an electric vehicle battery state using charging data analysis, includes collecting and analyzing charging data, and classifying battery states for precise diagnosis using a KNN (K-Nearest Neighbor) algorithm in order to diagnose the state, safety, and performance level of an electric vehicle battery using the charging data without disassembling the battery or using an expensive charging/discharging device.
METHOD FOR EVALUATING ELECTRIC VEHICLE BATTERY STATE USING CHARGING DATA ANALYSIS
26.12.2024
Patent
Elektronische Ressource
Englisch
METHOD FOR EVALUATING STATE OF ELECTRIC VEHICLE BATTERY BY USING CHARGING DATA ANALYSIS
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