Fuzzy harmony search algorithm based optimal power flow for power system security enhancement

被引:71
|
作者
Pandiarajan, K. [1 ]
Babulal, C. K. [2 ]
机构
[1] Pandian Saraswathi Yadav Engn Coll, Dept Elect & Elect Engn, Arasanoor, India
[2] Thiagarajar Coll Engn, Dept Elect & Elect Engn, Madurai, Tamil Nadu, India
关键词
Optimal power flow; Harmony search algorithm; Fuzzy logic system; Optimization; Power systems; DIFFERENTIAL EVOLUTION; OPTIMIZATION ALGORITHM; GA;
D O I
10.1016/j.ijepes.2015.11.053
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 the integration of fuzzy logic system with harmony search algorithm (FHSA) to find the optimal solution for optimal power flow (OPF) problem in a power system. The objective of the method is to minimize the total fuel cost of thermal generating units having quadratic cost characteristics and severity index (SI). The generator active power, generator bus voltage magnitude, transformer taps, VAR of shunts and the reactance of thyristor controlled series capacitor (TCSC) are taken as the control variables. The adjustment of proposed algorithm parameters such as pitch adjustment rate (PAR) and bandwidth (BW) is done through fuzzy logic system (FLS). The effectiveness of the proposed method has been tested on the standard IEEE 30 bus, IEEE 57 bus and IEEE 118 bus systems in MATLAB environment and their results are compared with conventional harmony search algorithm (HSA) and other heuristic methods reported in the literature recently. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:72 / 79
页数:8
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