The invention relates to the technical field of electric vehicle charging, in particular to an electric vehicle charging behavior optimization method and device, equipment and a storage medium, and the method comprises the steps: obtaining an optimization variable based on a user charging period, and building a target function based on the optimization variable; randomly generating an initial solution set based on the optimization variable, and calculating advantages and disadvantages of each initial solution in the initial solution set based on the objective function; iteratively generating an iterative solution set based on the advantages and disadvantages and the initial solution set; and in response to the iteration solution set reaching a preset iteration stop condition, obtaining a target charging period based on the iteration solution set. According to the invention, the peak-valley power supply pressure of the power distribution network and the charging cost and charging waiting time of users are reduced.
本申请涉及电动汽车充电技术领域,尤其涉及一种电动汽车充电行为优化方法、装置、设备及存储介质,其中方法包括:基于用户充电时段得到优化变量,基于所述优化变量建立目标函数;基于所述优化变量随机生成初始解集,基于所述目标函数计算所述初始解集中各初始解的优劣度;基于所述优劣度与所述初始解集迭代生成迭代解集;响应于所述迭代解集达到预设的迭代停止条件,基于所述迭代解集得到目标充电时段。本申请便于降低配电网峰谷供电压力,以及用户的充电成本与充电等待时间。
Electric vehicle charging behavior optimization method and device, equipment and storage medium
电动汽车充电行为优化方法、装置、设备及存储介质
2025-02-18
Patent
Electronic Resource
Chinese
IPC: | 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 / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen |
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