Optimal Integration of Plug-In Hybrid Electric Vehicles in Microgrids

被引:103
作者
Chen, Changsong [1 ]
Duan, Shanxu [1 ]
机构
[1] Huazhong Univ Sci & Technol, State Key Lab Adv Electromagnet Engn & Technol, Wuhan 430074, Peoples R China
基金
英国工程与自然科学研究理事会; 中国国家自然科学基金;
关键词
Economic analysis; energy storage system (ESS); microgrid (MG); optimal integration; plug-in hybrid electric vehicle (PHEV); ENERGY-STORAGE SYSTEM; POWER; OPERATION; MANAGEMENT; FRAMEWORK; GRIDS;
D O I
10.1109/TII.2014.2322822
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Plug-in hybrid electric vehicles' (PHEVs) integration can result in additional electricity consumers and electricity suppliers in microgrids (MGs). This paper presents a new method for optimal integration of PHEVs in MGs, which considers the optimal number of parking numbers under optimal scheduling of PHEVs. Due to the uncertainty of solar energy, the radial basis function network (RBFN) techniques are used for forecasting photovoltaic (PV) power output. Monte Carlo simulation is used to deal with the uncertainties associated with the daily distance driven of the PHEVs, load values, and electricity market price. The objective is the minimization of total cost (TC) and optimal set of the optimization problem is found using genetic algorithm(GA) method. In order to verify the effectiveness of the proposed method, two market policies are used as case studies. The computation results can be used to evaluate the impact of PHEVs' integration on economical performance of MGs.
引用
收藏
页码:1917 / 1926
页数:10
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