The invention discloses an electric vehicle charging load prediction system and method based on traffic flow, and relates to the field of orderly charging and discharging of electric vehicles, the system comprises a cloud monitoring management platform, a road network data management subsystem, a traffic flow prediction management subsystem, a vehicle-mounted data acquisition control subsystem and a user management subsystem; wherein the cloud monitoring management platform is used for receiving and displaying related data and operation states of the road network data management subsystem, the traffic flow prediction management subsystem, the vehicle-mounted data acquisition control subsystem and the user management subsystem in real time, processing the data to obtain electric vehicle charging space-time load prediction information, and transmitting the electric vehicle charging space-time load prediction information to the load prediction display interface; according to the method, comprehensive data mining is carried out on various factors influencing the charging load of the electric vehicle, and the influence of each factor on the charging load of the electric vehicle is quantitatively analyzed, so that the prediction of the electric vehicle charging load prediction model is more accurate.
本发明公开了一种基于交通流量的电动汽车充电负荷预测系统及方法,涉及电动汽车有序充放电领域,该系统包括云监控管理平台、路网数据管理子系统、交通流量预测管理子系统、车载数据采集控制子系统和用户管理子系统;其中云监控管理平台:实时接收并显示路网数据管理子系统、交通流量预测管理子系统、车载数据采集控制子系统、用户管理子系统的相关数据及运行状态,处理这些数据得出电动汽车充电时空负荷预测信息,并将其传给负荷预测显示界面,本发明对能影响电动汽车充电负荷的各种因素进行了全面的数据挖掘,定量分析各个因素对电动汽车充电负荷的影响,使得电动汽车充电负荷预测模型预测更准确。
Electric vehicle charging load prediction system and method based on traffic flow
一种基于交通流量的电动汽车充电负荷预测系统及方法
2022-05-13
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 / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
British Library Conference Proceedings | 2022
|Electric vehicle charging station planning method based on load and traffic flow distribution
European Patent Office | 2025
|Electric vehicle charging load prediction method and terminal
European Patent Office | 2024
|Electric vehicle charging load prediction method and device
European Patent Office | 2023
|