The invention discloses a multi-target adaptive scheduling method based on a light storage integrated system, belongs to the technical field of power distribution network optimization, and aims to improve the electric energy utilization efficiency of a charging station. Firstly, a multi-objective optimization model is established by taking maximization of the electric energy utilization rate, the charging pile satisfaction rate and the photovoltaic consumption degree as objectives; secondly, in order to avoid the premature problem of the traditional NSGA-III algorithm, a self-adaptive binary mutation operator is constructed to improve the population diversity; and finally, aiming at the problem that a Pareto optimal solution set obtained by multi-objective optimization solution is difficult to screen, a unique optimal solution is selected from the Pareto optimal solution set by adopting a fuzzy analytic hierarchy process, and the strategy can better realize optimal utilization of electric energy.
本发明公开了一种基于光储一体化系统的多目标自适应调度方法,属于配电网优化技术领域,目的是提高充电站的电能利用效率。首先,以最大化电能利用率、充电桩满足率和光伏消纳度为目标建立多目标优化模型;其次,为避免传统NSGA‑III算法早熟问题,构建了一种自适应的二进制变异算子,以提高其种群多样性;最后,针对多目标优化求解所得的Pareto最优解集难以筛选问题,采用模糊层次分析法从中选出唯一最优解,该策略能够更好的实现电能的优化利用。
Multi-target adaptive scheduling method based on optical storage integrated system
一种基于光储一体化系统的多目标自适应调度方法
2025-03-25
Patent
Electronic Resource
Chinese
IPC: | 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 / 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 |
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