Optimal allocation of shunt Var compensators in power systems using a novel global harmony search algorithm

被引:74
作者
Sirjani, Reza [1 ]
Mohamed, Azah [1 ]
Shareef, Hussain [1 ]
机构
[1] Univ Kebangsaan Malaysia, Dept Elect Elect & Syst Engn, Bangi 43600, Selangor, Malaysia
关键词
Shunt Var compensators; Power loss; Modal analysis; Voltage profile; Harmony search algorithm; OPTIMAL PLACEMENT; STATCOM; SVC; CAPACITOR;
D O I
10.1016/j.ijepes.2012.05.068
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
In this paper, a novel global harmony search algorithm (NGHS) is used to determine the optimal location and size of shunt reactive power compensators such as shunt capacitors, static Var compensators (SVCs), and static synchronous compensators (STATCOMs) in a transmission network. The problem is decomposed into two subproblems. The first deals with the optimal placement of shunt Var compensation devices using the modal analysis method. The second subproblem is the optimization of the load flow using the NGHS algorithm. A multi-criterion objective function is defined to enhance the voltage stability, improve the voltage profile, and minimize power loss while minimizing the total cost. The results from a 57-bus test system show that the NGHS algorithm causes lower power loss and has better voltage profile and greater voltage stability than the improved harmony search algorithm (IHS) and particle swarm optimization (PSO) techniques in solving the placement and sizing problem of shunt Var compensators. Finally, a comparison of the convergence characteristics of three optimization methods demonstrates the greater accuracy and higher speed of the proposed NGHS algorithm in finding better solutions compared with PSO and IHS. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:562 / 572
页数:11
相关论文
共 34 条
[1]  
[Anonymous], 108500 EPRITR
[2]  
[Anonymous], 1996, P EPRI C FUT POW DEL
[3]  
[Anonymous], IEEE PES T DISTR C E
[4]  
[Anonymous], THESIS THAPAR U
[5]  
[Anonymous], J APPL SCI
[6]   Optimal placement of multiple STATCOM for voltage stability margin enhancement using particle swarm optimization [J].
Azadani, E. Nasr ;
Hosseinian, S. H. ;
Hasanpor, P. .
ELECTRICAL ENGINEERING, 2008, 90 (07) :503-510
[7]   Solution of combined economic and emission dispatch problems of power systems by an opposition-based harmony search algorithm [J].
Chatterjee, A. ;
Ghoshal, S. P. ;
Mukherjee, V. .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2012, 39 (01) :9-20
[8]   Centralized and distributed spectrum channel assignment in cognitive wireless networks: A Harmony Search approach [J].
Del Ser, Javier ;
Matinmikko, Marja ;
Gil-Lopez, Sergio ;
Mustonen, Miia .
APPLIED SOFT COMPUTING, 2012, 12 (02) :921-930
[9]  
del Valle Y., 2009, P 15 INT C INT SYST, P1
[10]   Optimum VAR sizing and allocation using particle swarm optimization [J].
EL-Dib, Amgad A. ;
Youssef, Hosam K. M. ;
EL-Metwally, M. M. ;
Osman, Z. .
ELECTRIC POWER SYSTEMS RESEARCH, 2007, 77 (08) :965-972