The invention discloses an electric taxi charging scheduling method based on multi-agent simulation. The method comprises the following steps: establishing an electric taxi-charging station agent model; randomly generating basic vehicle information of a plurality of electric taxis, a plurality of charging stations and each electric taxi in the simulation area based on the electric taxi-charging station intelligent agent model, and setting electric taxi charging constraint conditions based on the basic vehicle information; whether the electric taxi needs to be charged or not is judged based on the electric taxi charging constraint condition and the vehicle basic information; when the electric taxi needs to be charged, whether the electric taxi meets an ordered charging scheduling condition is judged, and if yes, whether ordered charging scheduling is accepted or not is determined according to the user satisfaction degree; a charging station is matched for the electric taxi needing to be charged; and performing path guidance on the electric taxi based on the position of the matched charging station. The charging characteristic of the electric taxi is effectively described, and huge impact on a power grid caused by large-scale connection of the electric taxi is reduced.
本发明公开了一种基于多智能体仿真的电动出租车充电调度方法,包括:建立电动出租车‑充电站智能体模型;基于电动出租车‑充电站智能体模型在仿真区域随机生成多辆电动出租车、多座充电站和各个电动出租车的车辆基本信息,基于车辆基本信息设置电动出租车充电约束条件;基于电动出租车充电约束条件和车辆基本信息判断电动出租车是否需要充电;当电动出租车需要充电,则判断电动出租车是否满足有序充电调度条件,若满足则根据用户满意度确定是否接受有序充电调度;为需要充电的电动出租车匹配充电站;基于匹配充电站的位置对电动出租车进行路径引导。有效描述电动出租车的充电特性,降低大规模电动出租车接入对电网产生的巨大冲击。
Electric taxi charging scheduling method and system based on multi-agent simulation
一种基于多智能体仿真的电动出租车充电调度方法及系统
2023-10-27
Patent
Electronic Resource
Chinese
IPC: | G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / 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 |
Charging scheduling operation method for electric taxi team
European Patent Office | 2022
|Taylor & Francis Verlag | 2016
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