Optimal Placement and Sizing of Distributed Generation and Capacitor Banks in Distribution Systems Using Water Cycle Algorithm

被引:192
|
作者
Abou El-Ela, Adel A. [1 ]
El-Sehiemy, Ragab A. [2 ,3 ]
Abbas, Ahmed Samir [4 ]
机构
[1] Menoufiya Univ, Elect Engn Dept, Fac Engn, Shibin Al Kawm 32511, Egypt
[2] Kafrelsheikh Univ, Elect Engn Dept, Fac Engn, Kafrelsheikh 33516, Egypt
[3] Kafrelsheikh Univ, Intelligent Syst Res Grp, Kafrelsheikh 33516, Egypt
[4] NWRC, Mech & Elect Res Inst, Cairo 13621, Egypt
来源
IEEE SYSTEMS JOURNAL | 2018年 / 12卷 / 04期
关键词
Capacitor bank (CB); distributed generation (DG); power loss; voltage deviation (VD); voltage stability index (VSI); water cycle algorithm (WCA); PARTICLE SWARM OPTIMIZATION; POWER LOSS REDUCTION; DISTRIBUTION NETWORKS; GENETIC ALGORITHM; RECONFIGURATION; ALLOCATION;
D O I
10.1109/JSYST.2018.2796847
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Integration of distributed generation units (DGs) and capacitor banks (CBs) in distribution systems aim to enhance the system performance. This paper proposes water cycle algorithm (WCA) for optimal placement and sizing of DGs and CBs. The proposed method aims to achieve technical, economic, and environmental benefits. Different objective functions: minimizing power losses, voltage deviation, total electrical energy cost, total emissions produced by generation sources and improving the voltage stability index are considered. WCA emulates the water flow cycle from streams to rivers and from rivers to sea. Five different operational cases are considered to assess the performance of the proposed methodology. Simulations are carried out on three distribution systems, namely IEEE 33-bus, 69-bus test systems, and East Delta network, as a real part of Egyptian system. The simulated results demonstrate the effectiveness of the proposed method compared with other optimization algorithms. Also, the results demonstrate that the proposed WCA gives superior performance for the system and give distinguished improvements in both economic and environmental benefits. Moreover, the results give the flexible operation with controllable power factor DGs that is better than those using DGs at fixed power factor.
引用
收藏
页码:3629 / 3636
页数:8
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