The invention provides an electric vehicle charging management method and system, electronic equipment and a storage medium. The charging effect is improved. The method comprises the steps that target charging state data are obtained, the target charging state data are charging state data detected by a charging pile end, and the charging state data comprise the battery state, the charging speed and the charging electric quantity; a pre-trained charging state value function model is obtained, the charging state value function model is a convolutional neural network model simulating a charging state value function and is used for estimating a target state value function value in a corresponding charging state according to the charging state data, and the charging state value function model is obtained through training based on a reinforcement learning algorithm; and estimating a target state value function value in the corresponding charging state according to the target charging state data by using the charging state value function model, and determining a charging strategy of the charging automobile according to the target state value function value. According to the technical scheme, the charging effect can be improved.

    本公开提供了一种电动汽车充电管理方法、系统、电子设备和存储介质,提升充电效果。方法包括:获取目标充电状态数据,目标充电状态数据是充电桩端检测的充电状态数据,充电状态数据包括电池状态、充电速度和充电电量;获取预先训练的充电状态价值函数模型,充电状态价值函数模型是模拟充电状态价值函数的卷积神经网络模型,用于根据充电状态数据估计相应充电状态下的目标状态价值函数值,充电状态价值函数模型基于强化学习算法训练得到;利用充电状态价值函数模型,根据目标充电状态数据估计相应充电状态下的目标状态价值函数值,根据目标状态价值函数值确定充电汽车的充电策略。实施本公开的技方案可以提升充电效果。


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    Title :

    Electric vehicle charging management method and system, electronic equipment and storage medium


    Additional title:

    一种电动汽车充电管理方法、系统、电子设备和存储介质


    Contributors:
    ZHANG YU (author)

    Publication date :

    2024-10-18


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES




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