The invention provides a wireless charging control method and system based on a vehicle controller, and the method comprises the steps: carrying out the preprocessing of initial data generated by the operation of a vehicle, and obtaining a structured state information matrix; determining a state parameter feature vector according to a preset vector change method and the structured state information matrix; performing correlation analysis on the state parameter feature vector to obtain a correlation strength matrix and an importance weight vector; carrying out feature fusion on the state parameter feature vector according to the association strength matrix and the importance weight vector to obtain a comprehensive state representation vector; performing deep neural network model training on the comprehensive state representation vector to obtain a charging strategy optimization model; and performing charging prediction according to the charging strategy optimization model to obtain a charging optimization scheme which is used for prompting the vehicle to charge.
本申请提供了一种基于车辆控制器的无线充电控制方法及系统,该方法包括:对车辆运行产生的初始数据进行预处理,得到结构化状态信息矩阵;根据预设的向量变化方法和结构化状态信息矩阵,确定状态参数特征向量;对状态参数特征向量进行关联性分析,得到关联强度矩阵和重要性权重向量;根据关联强度矩阵和重要性权重向量对状态参数特征向量进行特征融合,得到综合状态表示向量;对综合状态表示向量进行深度神经网络模型训练,得到充电策略优化模型;根据充电策略优化模型进行充电预测,得到充电优化方案,充电方案用于提示车辆进行充电。
Wireless charging control method and system based on vehicle controller
基于车辆控制器的无线充电控制方法及系统
28.03.2025
Patent
Elektronische Ressource
Chinesisch
IPC: | G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung |
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