The invention discloses a compressor control method, a controller, an air conditioner, a heat management system and a vehicle, and the compressor control method comprises the steps that a compressor rotating speed control instruction and a historical state value of an air conditioning system where a compressor is located are obtained, and the compressor rotating speed control instruction and the historical state value are used for inputting a deep learning model; an output value of the deep learning model is obtained, wherein the output value represents the space temperature of the corresponding air conditioning system temperature adjusting space under the compressor rotating speed control instruction; and a target compressor rotating speed control instruction is determined according to the corresponding relation between the compressor rotating speed control instruction and the space temperature so as to control the compressor. By adopting the method, the workload of a data acquisition process can be reduced, multi-objective optimization is carried out on time and energy consumption in a temperature regulation process, meanwhile, the temperature regulation duration is shortened, a control strategy with the lowest energy consumption and the fastest time consumption is realized, and the control method has the advantages of good self-learning performance, relatively high robustness and the like.

    本发明公开了一种压缩机控制方法、控制器、空调及热管理系统和车辆,所述压缩机控制方法包括:获取压缩机转速控制指令和压缩机所在空调系统的历史状态值,所述压缩机转速控制指令和所述历史状态值用于输入深度学习模型;获取所述深度学习模型的输出值,所述输出值表示为所述压缩机转速控制指令下对应的空调系统调温空间的空间温度;根据所述压缩机转速控制指令和所述空间温度的对应关系确定目标压缩机转速控制指令,以控制所述压缩机。采用该方法可以减少数据获取过程的工作量,对调温过程中的时间、能耗进行多目标优化,同时缩短调温时长,实现最低能耗,最快用时的控制策略,使控制方法具有良好的自学习性以及较高的鲁棒性等优点。


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    Title :

    Compressor control method, controller, air conditioner, heat management system and vehicle


    Additional title:

    压缩机控制方法、控制器、空调及热管理系统和车辆


    Contributors:
    ZHAO SHANGZHONG (author) / WU JING (author) / SUN LEI (author) / LIU CHAOPENG (author) / TANG YIFENG (author)

    Publication date :

    2025-05-30


    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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