An apparatus and method of predicting failure of an electric car charger that takes an environment around an electric car charger as input using an artificial intelligence technology are proposed. A method of operating an electronic apparatus that predicts failure of an electric car charger may include: acquiring sensor data measured by a sensor; acquiring area information showing an area of the first electric car charger; acquiring weather information at a point in time when the sensor data at the area was measured; creating a failure prediction model based on an artificial neural network; creating learning data; training the failure prediction model on the basis of the learning data; creating input data; acquiring a result about the operation state of the first electric car charger; and predicting possibility of failure of the first electric car charger on the basis of the result.


    Access

    Download


    Export, share and cite



    Title :

    Apparatus and method for predicting failure of electric car charger


    Contributors:
    CHOI HWANSEOK (author) / KIM JONGSEO (author)

    Publication date :

    2022-02-15


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / H02J CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER , Schaltungsanordnungen oder Systeme für die Abgabe oder Verteilung elektrischer Leistung / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen



    APPARATUS AND METHOD FOR PREDICTING FAILURE OF ELECTRIC CAR CHARGER

    CHOI HWANSEOK / KIM JONGSEO | European Patent Office | 2021

    Free access

    APPARATUS AND METHOD FOR PREDICTING FAILURE OF ELECTRIC CAR CHARGER

    HWANSEOK CHOI / KIM JONG SEO | European Patent Office | 2021

    Free access

    Electric Vehicle Charger Failure Determination System

    LEE DEA GYU / LIM CHINHUN | European Patent Office | 2023

    Free access


    Electric vehicle charger controlling apparatus

    CHOI YONG GIL | European Patent Office | 2023

    Free access