A method for reinforcement learning-based vehicle charging can include receiving a vehicle charging request from a second vehicle while a first vehicle already exists in a charging queue and is being charged; in response to the vehicle charging request from the second vehicle, determining a charging condition of the second vehicle and determining a designated position for the second vehicle in the charging queue based on both a charging learning model generated based on records of past vehicle charging requests from the second vehicle and a charging condition of the first vehicle that is being charged; and placing the second vehicle in the charging queue according to the designated position.


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    Title :

    REINFORCEMENT LEARNING-BASED ELECTRIC VEHICLE CHARGING METHOD AND SYSTEM


    Contributors:
    CHOI JUNGHWA (author) / KIM MINKOOK (author) / KIM YEONJUNG (author) / KIM KYUNGYUL (author) / YOON SUNGYONG (author) / CHOI YEONHO (author)

    Publication date :

    2021-09-30


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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



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