The invention provides a thermal comfort optimization control method for a passenger compartment thermal management system. The method comprises the following steps: step S101, constructing a one-dimensional dynamic thermal model for simulating a real passenger compartment thermal management system; s2, based on a deep reinforcement learning algorithm, constructing an intelligent agent model used for predicting control parameters of the one-dimensional dynamic thermal model; and S3, performing iterative calculation in the intelligent agent model established in the step S102 by using the data obtained in the step S1, and automatically learning an optimization process of thermal management control of the one-dimensional dynamic thermal model through observation of the intelligent agent model on a current state value of the one-dimensional dynamic thermal model and an obtained reward. And obtaining the optimal control value of the thermal comfort control parameter of the one-dimensional dynamic thermal model.
本发明提供了一种乘员舱热管理系统的热舒适性优化控制方法,包括:步骤S101,构建模拟真实的乘员舱热管理系统的一维动态热模型;步骤S2,基于深度强化学习算法,构建用于预测一维动态热模型的控制参数的智能体模型;步骤S3,利用步骤S1获取的数据在步骤S102中建立的智能体模型中进行迭代计算,通过智能体模型对一维动态热模型的当前状态值的观测以及得到的奖励,自动学习一维动态热模型热管理控制的优化过程,得到一维动态热模型的热舒适性控制参数的最优控制值。
Thermal comfort optimization control method and device for passenger compartment thermal management system
一种乘员舱热管理系统的热舒适性优化控制方法及装置
2023-04-25
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 |
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