Optimal allocation, sizing of PHEV parking lots in distribution system

被引:68
|
作者
El-Zonkoly, Amany [1 ]
Coelho, Leandro dos Santos [2 ,3 ]
机构
[1] AAST, Coll Engn & Technol, Dept Elect & Control Engn, Alexandria, Egypt
[2] Pontifical Catholic Univ Parana PUCPR, Ind & Syst Engn Grad Program PPGEPS, Curitiba, Parana, Brazil
[3] Univ Fed Parana, UFPR, Dept Elect Engn DEE PPGEE, BR-80060000 Curitiba, Parana, Brazil
关键词
PHEV; Energy management; Distribution system; ABC optimization; Firefly optimization; OPTIMIZATION;
D O I
10.1016/j.ijepes.2014.12.026
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
The emerging of plug-in-hybrid electric vehicles (PHEV) results in the increase in the utilization of vehicles batteries for grid support. This paper presents a multi-objective algorithm to optimally determine the number of parking lots to be allocated in a distribution system. In addition, the algorithm optimally selects the locations and sizes of these parking lots. The proposed algorithms determine also the corresponding energy scheduling of the system resources. The objective of the proposed algorithm is to minimize the overall energy cost of the system. The problem is formulated as an optimization problem which is solved using artificial bee colony (ABC) and firefly algorithm taking into consideration the power system and PHEV operational constraints. The proposed algorithms are applied to a 33-bus radial distribution network. The test results indicate an improvement in the operational conditions of the system. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:472 / 477
页数:6
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