The invention discloses a blade electric vehicle integrated thermal management system based on edge calculation and a vehicle, and the system comprises a data collection module which is used for collecting data of a battery, an air conditioner compressor and a motor in real time; the edge calculation module is used for receiving the data of the battery, the air conditioner compressor and the motor, and performing data cleaning, conversion and analysis on the data to judge the health states of the battery, the air conditioner compressor and the motor and predict the future states of the battery, the air conditioner compressor and the motor at the same time; deep reinforcement learning is used for optimizing control strategies of the battery, the air conditioner compressor and the motor; and the controller is used for receiving the control strategy of the battery, the air conditioner compressor and the motor optimized by the edge calculation module and controlling the battery, the air conditioner compressor and the motor according to the control strategy. The problem of heat generated by the battery, the passenger compartment in the vehicle and the motor during operation of the new energy vehicle can be solved in real time, and the energy utilization efficiency and the operation stability of the vehicle are improved.
本发明公开了一种基于边缘计算的纯电动汽车集成式热管理系统及汽车,该系统包括:数据采集模块,用于实时采集电池、空调压缩机以及电机的数据;边缘计算模块,用于接收电池、空调压缩机以及电机的数据,并对数据进行数据清洗、转换和分析,以判断电池、空调压缩机以及电机的健康状态,同时预测电池、空调压缩机以及电机的未来状态,并使用深度强化学习优化电池、空调压缩机以及电机的控制策略;控制器,用于接收边缘计算模块优化后的电池、空调压缩机以及电机的控制策略,并依据控制策略控制电池、空调压缩机以及电机。本发明能够实时应对新能源汽车在运行时电池、车内乘员舱和电动机所产生的热量问题,提高车辆的能源利用效率和运行稳定性。
Blade electric vehicle integrated thermal management system based on edge calculation and vehicle
一种基于边缘计算的纯电动汽车集成式热管理系统及汽车
2023-10-27
Patent
Elektronische Ressource
Chinesisch
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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