In one aspect, computer-implemented method may include receiving, from a cloud-based computing system, one or more machine learning model parameters that are configured to enable predicting a remaining useful life of each cell of a battery pack of a vehicle. The method may include loading, into memory of a processing device at the vehicle, the one or more machine learning model parameters, receiving data comprising one or more measurements and one or more user battery usage profiles, and based on the data, executing a trained machine learning model with the one or more parameters to input the data and to output the remaining useful life of each cell of the battery pack.


    Access

    Download


    Export, share and cite



    Title :

    System and method for using artificial intelligence to detect lithium plating


    Contributors:

    Publication date :

    2023-12-19


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen



    System and Method for Using Artificial Intelligence to Detect Lithium Plating

    OZTURK ANIL / GUNEL MUSTAFA BURAK / YAVAS MUHARREM UGUR et al. | European Patent Office | 2024

    Free access

    System and method for using artificial intelligence to detect lithium plating

    OZTURK ANIL / GUNEL MUSTAFA BURAK / YAVAS MUHARREM UGUR et al. | European Patent Office | 2024

    Free access

    SYSTEMS AND METHODS FOR USING ARTIFICIAL INTELLIGENCE TO DETECT LITHIUM PLATING

    OZTURK ANIL / GUNEL MUSTAFA BURAK / YAVAS MUHARREM UGUR et al. | European Patent Office | 2024

    Free access

    SYSTEMS AND METHODS FOR USING ARTIFICIAL INTELLIGENCE TO DETECT LITHIUM PLATING

    OZTURK ANIL / GUNEL MUSTAFA BURAK / YAVAS MUHARREM UGUR et al. | European Patent Office | 2025

    Free access

    VEHICLE PROTECTION FENCE REPAIR PLATING SYSTEM AND METHOD USING ARTIFICIAL INTELLIGENCE

    CHON HYUNJUN / HAN ARAM / KO YEONGDEOK et al. | European Patent Office | 2023

    Free access