A method to train a machine learning model for in-vehicle air quality control in a knowledge-based system, executed by one or more computer processors, includes collecting data related to in-vehicle air quality from a plurality of probe cars where the data is collected by various on-board systems in each probe car. The method includes correlating the data related to in-vehicle air quality from each probe car with air quality measurements from each probe car, where the correlation is used to update the machine learning model. The method includes determining a situation when an in-vehicle air quality measurement of the air quality measurements is above a pre-determined in-vehicle air quality level and determining instructions for actions by one or more of the one or more on-board systems in each of the probe cars to maintain an in-vehicle air quality level at or below the pre-determined in-vehicle air quality level.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Controlling in-vehicle air quality


    Beteiligte:
    DUAN NING (Autor:in) / GAO PENG (Autor:in) / HUANG JING CHANG (Autor:in) / JI PENG (Autor:in) / MA CHUN YANG (Autor:in) / SUN WEI (Autor:in) / WANG ZHI HU (Autor:in) / YAO REN JIE (Autor:in)

    Erscheinungsdatum :

    10.11.2020


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    B60H ARRANGEMENTS OR ADAPTATIONS OF HEATING, COOLING, VENTILATING, OR OTHER AIR-TREATING DEVICES SPECIALLY FOR PASSENGER OR GOODS SPACES OF VEHICLES , Anordnung oder Einbau der Heizung, Kühlung, Lüftung oder anderer Luftbehandlungsvorrichtungen für die Fahrzeugräume für Reisende oder Fracht



    CONTROLLING IN-VEHICLE AIR QUALITY

    DUAN NING / GAO PENG / HUANG JING CHANG et al. | Europäisches Patentamt | 2019

    Freier Zugriff

    VEHICLE CONTROLLING DEVICE, VEHICLE CONTROLLING METHOD, AND PROGRAM FOR CONTROLLING VEHICLE

    MOROSAWA RYO / LIU HAISONG / NAKAJIMA AKIRA et al. | Europäisches Patentamt | 2021

    Freier Zugriff

    VEHICLE CONTROLLING DEVICE, VEHICLE CONTROLLING METHOD, AND PROGRAM FOR CONTROLLING VEHICLE

    MOROSAWA RYO / LIU HAISONG / NAKAJIMA AKIRA et al. | Europäisches Patentamt | 2021

    Freier Zugriff

    VEHICLE CONTROLLING DEVICE, VEHICLE CONTROLLING METHOD, AND PROGRAM FOR CONTROLLING VEHICLE

    MOROSAWA RYO / LIU HAISONG / YAMAGUCHI FUMIAKI et al. | Europäisches Patentamt | 2021

    Freier Zugriff

    Method and device for controlling air quality in vehicle

    LIANG HONG / XU YANJUN / GUO ZHONGLIANG et al. | Europäisches Patentamt | 2023

    Freier Zugriff