Coordinated Dispatch Strategy of Virtual Power Plant Considering Electric Vehicle and Battery Management

被引:0
|
作者
Nong, Jing [1 ]
Zhang, Yu [1 ]
Wang, Ning [2 ]
Xu, Weisheng [2 ]
机构
[1] Guizhou Power Grid Co Ltd, Power Grid Planning & Res Ctr, Guiyang 550003, Guizhou, Peoples R China
[2] Tongji Univ, Sch Elect & Informat Engn, Shanghai 201804, Peoples R China
基金
中国国家自然科学基金;
关键词
Coordinated Dispatch; Virtual Power Plant; Distributed Energy Resource; Bi-Objective Optimization;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with the optimal dispatch of distributed energy resources (DERs)in a day-ahead electricity market. A virtual power plant (VPP) is established to integrate various DERs, especially to coordinate electric vehicles (EVs) and batteries to compensate the uncertainty of wind/solar power. Two objectives, cost of VPP and demand fluctuation, are respectively normalized to aggregate a bi-objective optimization problem. The multi-start memetic algorithm enhanced with local search is adopted as a solving technique. Three cases are investigated in numerical simulation: 1) EV random charging, 2) no EV cooperation, 3) all EVs cooperation. Computational results verify that the derived optimal strategy significantly reduces the load fluctuation and the cost of VPP. Sensitivity analysis on the weight factor reveals its impact on the dispatch performance.
引用
收藏
页码:8798 / 8802
页数:5
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