An approach is provided for dynamically controlling power distribution amongst a plurality of charging station ports based on one or more objectives. A method includes obtaining input data, wherein the input data includes at least one of: user data associated with one or more current charging station users, or non-user data that is not associated with the current charging station users. The method includes processing the input data through one or more machine learning engines, wherein the one or more machine learning engines are trained to determine a particular power distribution, among the plurality of charging station ports, that achieves one or more objectives. The method includes configuring the plurality of charging station ports according to the particular power distribution. The particular power distribution specifies a maximum charging rate or a percentage of a power budget for each of the plurality of charging station ports.


    Access

    Download


    Export, share and cite



    Title :

    MACHINE LEARNING FOR OPTIMIZATION OF POWER DISTRIBUTION TO ELECTRIC VEHICLE CHARGING PORTS


    Contributors:

    Publication date :

    2022-12-15


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G05B Steuer- oder Regelsysteme allgemein , CONTROL OR REGULATING SYSTEMS IN GENERAL



    MACHINE LEARNING FOR OPTIMIZATION OF POWER DISTRIBUTION TO ELECTRIC VEHICLE CHARGING PORTS

    KLEIN DAVID J / FORREST ANDREW / MANDEL PRAVEEN K | European Patent Office | 2024

    Free access

    MACHINE LEARNING FOR OPTIMIZATION OF POWER DISTRIBUTION TO ELECTRIC VEHICLE CHARGING PORTS

    KLEIN DAVID J / FORREST ANDREW / MANDEL PRAVEEN K | European Patent Office | 2022

    Free access

    Machine learning for optimization of power distribution to electric vehicle charging ports

    KLEIN DAVID J / FORREST ANDREW / MANDAL PRAVEEN K | European Patent Office | 2025

    Free access

    COMMUNITY SHARING OF ELECTRIC VEHICLE CHARGING PORTS

    SOLOMON JAMES / TORMEY MILTON T | European Patent Office | 2015

    Free access

    CHARGING SYSTEM FOR ELECTRIC VEHICLE HAVING MULTIPLE CHARGING PORTS

    TOKARZ KRISZTIAN / SUMNI PRAKASH | European Patent Office | 2024

    Free access