The invention discloses an optical storage charging station charging strategy optimization method based on charging behavior analysis, and relates to the technical field of intelligent power distribution and distributed energy, and the method comprises the steps: analyzing the charging characteristics and distribution rules of an electric vehicle, and constructing a charging rule characteristic model; obtaining related data of the optical storage charging station based on the photovoltaic capacity and the output characteristics, and constructing a charging strategy optimization model; and performing iterative solution according to the charging strategy optimization model, and formulating a comprehensive optimization strategy based on the electricity purchase cost of the charging station and the cycle life of the battery pack. According to the method, an optimization model is constructed in combination with the charging station capacity and time-of-use electricity price factors, solving is carried out by using a particle swarm optimization method, and an optimal charging strategy is obtained; and the vehicle charging behavior model and the cycle life of the battery pack are comprehensively considered, so that the new energy consumption level is further improved, and the economic benefit of the electric vehicle photovoltaic charging station is improved.
本发明公开了一种基于充电行为分析的光储充电站充电策略优化方法,涉及智能配电与分布式能源技术领域,包括分析电动汽车充电特性和分布规律并构建充电规律特性模型;基于光伏容量和输出特性获取光储充电站的相关数据,并构建充电策略优化模型;根据所述充电策略优化模型进行迭代求解,制定基于充电站购电成本和电池组循环寿命的综合优化策略。本发明结合充电站容量和分时电价因素构建优化模型,利用粒子群优化方法进行求解,获取最优的充电策略;对车辆充电行为模型和电池组循环寿命进行综合考虑,进一步提高新能源消纳水平,改善电动汽车光伏充电站经济效益。
Optical storage charging station charging strategy optimization method based on charging behavior analysis
一种基于充电行为分析的光储充电站充电策略优化方法
2024-05-24
Patent
Electronic Resource
Chinese
IPC: | H02J CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER , Schaltungsanordnungen oder Systeme für die Abgabe oder Verteilung elektrischer Leistung / B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / 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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