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.


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    Title :

    METHOD FOR EVALUATING ELECTRIC VEHICLE BATTERY STATE USING CHARGING DATA ANALYSIS


    Contributors:
    CHANG TAEUK (author)

    Publication date :

    2024-12-26


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G01R Messen elektrischer Größen , MEASURING ELECTRIC VARIABLES




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