The invention discloses an air conditioner parameter recommendation method and device, a model training method and device, equipment and a medium, and the method comprises the steps: building a sample data sequence through obtaining a vehicle environment feature combination and an air conditioner parameter combination in real time; the sample data sequence is processed according to preset weight coefficients corresponding to different dates, and the processed sample data sequence serves as training data of an air conditioner parameter recommendation model; wherein the closer the date is, the larger the weight coefficient corresponding to the sample data sequence is; and training the air conditioner parameter recommendation model according to the training data to update the air conditioner parameter recommendation model so as to realize personalized air conditioner parameter recommendation. By the adoption of the method and device, the long-term air conditioner use habit and the short-term air conditioner use habit of the user can be fully considered, appropriate air conditioner parameters are recommended for the user, and the use experience of the user is improved.

    本发明公开了一种空调参数推荐方法、模型的训练方法、装置、设备和介质,通过实时获取车辆环境特征组合和空调参数组合,构建样本数据序列;根据不同日期对应预设的权重系数对所述样本数据序列进行处理,将处理后的样本数据序列作为空调参数推荐模型的训练数据;其中,所处日期越近的样本数据序列对应的权重系数越大;根据所述训练数据对所述空调参数推荐模型进行训练,以更新所述空调参数推荐模型,以便于实现个性化空调参数推荐。采用本发明,其能够充分考虑用户长期的空调使用习惯和短期的空调使用习惯,为用户推荐合适的空调参数,提高用户的使用体验。


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    Title :

    Air conditioner parameter recommendation method and device, model training method and device, equipment and medium


    Additional title:

    空调参数推荐方法、模型的训练方法、装置、设备和介质


    Contributors:
    WANG YONG (author) / LI ZIHAO (author) / BANG SUNG-HOI (author) / QIU SHIQUAN (author)

    Publication date :

    2023-11-17


    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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