The invention provides a vehicle thermal management control method and device, a vehicle, electronic equipment and a storage medium, and the method comprises the steps: obtaining current monitoring data and ideal control data of a vehicle thermal management system, the current monitoring data comprising current control data and current state data; inputting the current monitoring data into the heat management prediction model for prediction to obtain prediction control data; determining actual control data according to the prediction control data, the ideal control data and the current control data so as to control the vehicle thermal management system; wherein the thermal management prediction model is obtained by training a long short-term memory network based on historical monitoring data and a genetic algorithm, and the vehicle thermal management system comprises at least one of a passenger compartment thermal management system, an electric drive thermal management system and a battery thermal management system; according to the invention, the operation condition of the vehicle thermal management system can be accurately predicted through the thermal management prediction model, so that the control precision of the vehicle thermal management system is improved, and temperature overshoot and energy consumption are reduced.
本发明提供一种车辆热管理控制方法、装置、车辆、电子设备及存储介质,该方法包括:获取车辆热管理系统的当前监测数据和理想控制数据,当前监测数据包括当前控制数据和当前状态数据;将当前监测数据输入热管理预测模型进行预测,得到预测控制数据;根据预测控制数据、理想控制数据和当前控制数据确定实际控制数据,以对车辆热管理系统进行控制;其中,热管理预测模型基于历史监测数据和遗传算法对长短期记忆网络训练得到,车辆热管理系统包括乘员舱热管理系统、电驱热管理系统和电池热管理系统至少之一;本申请通过热管理预测模型能精确预测车辆热管理系统的运行情况,从而提高对车辆热管理系统的控制精细程度,减少温度超调和降低能耗。
Vehicle thermal management control method and device, vehicle, electronic equipment and storage medium
车辆热管理控制方法、装置、车辆、电子设备及存储介质
2024-11-12
Patent
Electronic Resource
Chinese
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 / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen |
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