Siting and sizing of distributed energy storage to mitigate voltage impact by solar PV in distribution systems

被引:102
|
作者
Babacan, Oytun [1 ]
Torre, William [2 ]
Kleissl, Jan [1 ]
机构
[1] Univ Calif San Diego, Dept Mech & Aerosp Engn, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Ctr Energy Res, La Jolla, CA 92093 USA
关键词
Voltage fluctuation; Distributed storage; Low voltage distribution network; Genetic algorithm; Solar photovoltaic resources; OPTIMAL ALLOCATION; OPTIMIZATION; PENETRATION; ALGORITHM;
D O I
10.1016/j.solener.2017.02.047
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This work explores the allocation question of battery energy storage systems (BESS) in distribution systems for their voltage mitigation support in integrating high penetration solar photovoltaics (PV). A genetic algorithm (GA)-based bi-level optimization method is developed that reduces the voltage fluctuations caused by PV penetration through deploying BESS among permitted nodes of a distribution system while accounting for their capital, land-of-use and installation costs using a qualitative cost model. The optimization problem considers BESS capacity and installation points in the distribution system as decision variables. Each BESS operation is determined using a linear programming (LP) routine that minimizes the daily coincident peak demand. A comprehensive validation study is carried out through exhaustive enumeration with the IEEE 8500-Node test feeder showing that the proposed method results in consistent decisions that appear to be globally optimal. Further sensitivity studies are conducted to showcase the behavior of the method under varying sizing costs, siting costs and PV penetrations. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:199 / 208
页数:10
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