The invention discloses a training method of a decision model and a control method and device of a vehicle-mounted air conditioner, and the training method comprises the steps that multiple pieces of sample data are obtained, and each piece of sample data comprises air conditioner attribute data of the vehicle-mounted air conditioner and associated attribute data influencing the air conditioner attribute data; obtaining a feature coefficient of each associated attribute data; h feature groups are constructed, H is an integer larger than 1, and each feature group comprises at least one piece of associated attribute data and the feature coefficient corresponding to each piece of associated attribute data; and respectively adopting the H feature groups, training to obtain H decision models, and selecting the decision model with the optimal accuracy rate as the vehicle-mounted air conditioner decision model. The air conditioner state in the comfortable state can be accurately recommended to the user.

    本发明公开了一种决策模型的训练方法、车载空调的控制方法及其装置,所述训练方法包括:获取多个样本数据,每个所述样本数据包括:所述车载空调的空调属性数据、以及影响所述空调属性数据的关联属性数据;获取每个所述关联属性数据的特征系数;构建H个特征组,其中,H为大于1的整数,每个所述特征组包含至少一个所述关联属性数据、以及每个所述关联属性数据对应的所述特征系数;分别采用H个所述特征组,训练得到H个决策模型,选取准确率最优的所述决策模型作为所述车载空调决策模型。能够准确的给用户推荐舒适状态下的空调状态。


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    Title :

    Decision model training method, vehicle-mounted air conditioner control method and device


    Additional title:

    决策模型的训练方法、车载空调的控制方法及其装置


    Contributors:
    HOU QING (author) / CHENG XIAOPENG (author) / WANG HANBIN (author) / WEI DONG (author)

    Publication date :

    2024-07-02


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / 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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen



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