Metaheuristic optimization algorithms for the optimal coordination of plug-in electric vehicle charging in distribution systems with distributed generation

被引:54
作者
Arias, Nataly Banol [1 ]
Franco, John F. [1 ]
Lavorato, Marina [2 ]
Romero, Ruben [1 ]
机构
[1] UNESP Univ Estadual Paulista, Fac Engn Ilha Solteira, Dept Engn Eletr, Sao Paulo, Brazil
[2] PUC Campinas Pontificia Univ Catolica Campinas, Fac Engn Eletr, Sao Paulo, Brazil
基金
巴西圣保罗研究基金会;
关键词
Electrical distribution system; Hybrid algorithm; Metaheuristic; Plug-in electric vehicle charging coordination;
D O I
10.1016/j.epsr.2016.09.018
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes three metaheuristic optimization techniques to solve the plug-in electric vehicle (PEV) charging coordination problem in electrical distribution systems (EDSs). Optimization algorithms based on tabu search, greedy randomized adaptive search procedure, and a novel hybrid optimization algorithm are developed with the objective of minimizing the total operational costs of the EDS, considering the impact of charging the electric vehicle batteries during a specific time period. The proposed methodologies determine a charging schedule for the electric vehicle batteries considering priorities according to the PEV owners charging preferences. A 449-node system with two distributed generation units was used to demonstrate the efficiency of the proposed methodologies, taking into account different PEV penetration levels. The results show that the charging schedule found makes the economic operation of the EDS possible, while satisfying operational and priority constraints. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:351 / 361
页数:11
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