The invention provides a model training method, an air conditioner control method and device, equipment and a storage medium. The method comprises the steps: carrying out the data tagging according to the historical data of each user corresponding to each parameter, and obtaining the tagged data of each user corresponding to each parameter and the user portrait data of each user; inputting environment information in the tagged data, the user portrait data and the historical data of each user corresponding to each parameter into a prediction model corresponding to each parameter for model training; and storing the trained prediction model so that the online server can call the prediction model of each parameter, carrying out parameter prediction on a user currently connected to an online server, and outputting parameter values obtained by the prediction model of each parameter to a vehicle-mounted terminal so that the vehicle-mounted terminal can configure the air conditioner according to the parameter values. Therefore, the predicted parameter values can better conform to the actual preferences of the user, and the better air conditioner parameter personalized customization effect is achieved.

    本申请提供一种模型训练方法、空调控制方法、装置、设备及存储介质,方法包括:根据各参数对应各用户的历史数据,进行数据标签化,得到各参数对应的各用户的标签化数据和各用户的用户画像数据;将各参数对应的各用户的标签化数据、用户画像数据和历史数据中的环境信息,输入至各参数对应的预测模型中进行模型训练;保存训练好的预测模型,以供线上服务器调用各参数的预测模型,对当前接入线上服务器的用户进行参数预测,并输出各参数的预测模型得到的参数值至车载终端,以使车载终端按照参数值配置空调。这样,可以使得预测得到的参数值更符合用户实际喜好,从而达到更好的空调参数个性化定制效果。


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    Title :

    Model training method, air conditioner control method and device, equipment and storage medium


    Additional title:

    模型训练方法、空调控制方法、装置、设备及存储介质


    Contributors:
    ZHANG FA'EN (author) / LIU YUWEI (author)

    Publication date :

    2021-05-04


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    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




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