The invention discloses a micro-grid optimization operation method and system considering electric vehicle load demand response, and relates to the field of micro-grid optimization operation. The method comprises the following steps: predicting the traffic flow of each entrance and exit of a target highway section in an expressway based on historical traffic flow data and a probability model by using a Monte Carlo simulation method, and determining road section traffic flow prediction data of the target highway section; determining an electric vehicle charging demand of the target road section based on the road section traffic flow prediction data and the electric vehicle SOC distribution corresponding to the road section traffic flow prediction data; and in response to the charging demand of the electric vehicle, constructing a micro-grid optimization operation model of the service area and solving the micro-grid optimization operation model to determine an optimal optimization operation scheme meeting the load demand of the electric vehicle. A Monte Carlo simulation method is adopted to predict the traffic flow of each entrance and exit of the expressway based on historical traffic flow data and a probability model, and load demand response is adopted to finely guide the charging behavior of the electric vehicle, so that the optimized operation of the expressway microgrid is realized.
本发明公开一种计及电动汽车负荷需求响应的微网优化运行方法及系统,涉及微网优化运行领域,方法包括:利用蒙特卡罗模拟法基于历史车流数据以及概率模型对高速公路中目标公路路段的每个出入口车流量进行预测并确定目标公路路段的路段车流量预测数据;基于路段车流量预测数据和路段车流量预测数据对应的电动汽车SOC分布确定目标公路路段的电动汽车充电需求;响应于电动汽车充电需求,构建服务区的微网优化运行模型并且求解,确定满足电动汽车负荷需求的最佳优化运行方案。采用蒙特卡罗模拟法基于历史车流数据以及概率模型对高速公路每个出入口车流进行预测,采用负荷需求响应精细化引导电动汽车充电行为,实现高速公路微网优化运行。
Micro-grid optimization operation method and system considering electric vehicle load demand response
计及电动汽车负荷需求响应的微网优化运行方法及系统
2023-07-28
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 / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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