Robust Tuning of Power System Stabilizer by Using Orthogonal Learning Artificial Bee Colony

被引:9
作者
Eke, I. [1 ]
Taplamacioglu, M. C. [2 ]
Lee, Kwang Y. [3 ]
机构
[1] Kirikkale Univ, Dept Elect & Elect, Fac Engn, Kirikkale, Turkey
[2] Gazi Univ, Dept Elect & Elect, Fac Engn, Ankara, Turkey
[3] Baylor Univ, Dept Elect & Comp Engn, Waco, TX 76798 USA
关键词
Orthogonal Learning; Artificial Bee Colony; Performance Indices; Power System Stabilizer; ALGORITHM; OPTIMIZATION; DESIGN;
D O I
10.1016/j.ifacol.2015.12.369
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This study presents a design technique of a robust power system stabilizer using different performance indices obtained from artificial bee colony (ABC) algorithm. The parameters of a power system stabilizer (PSS) are tuned by using the ABC algorithm to achieve an acceptable overshoot and settling time at all load points within a wide region of operation. The objective function allows the selection of the stabilizer parameters to minimize the overshoot and settling time at all load conditions. For robust PSS performance, a wide range of operating conditions is considered for search space. The designed PSS is applied to a single-machine infinite-bus system operating at different loading conditions and the results demonstrated that the developed technique is very effective.
引用
收藏
页码:149 / 154
页数:6
相关论文
共 10 条
[1]   CONCEPTS OF SYNCHRONOUS MACHINE STABILITY AS AFFECTED BY EXCITATION CONTROL [J].
DEMELLO, FP ;
CONCORDIA, C .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1969, PA88 (04) :316-+
[2]  
Eke I, 2011, J FAC ENG ARCHIT GAZ, V26, P683
[3]   A Novel Artificial Bee Colony Algorithm Based on Modified Search Equation and Orthogonal Learning [J].
Gao, Wei-feng ;
Liu, San-yang ;
Huang, Ling-ling .
IEEE TRANSACTIONS ON CYBERNETICS, 2013, 43 (03) :1011-1024
[4]  
Grigsby L.L., 2001, The Electric Power Engineering Handbook
[5]   Artificial Bee Colony (ABC) optimization algorithm for solving constrained optimization problems [J].
Karaboga, Dervis ;
Basturk, Bahriye .
FOUNDATIONS OF FUZZY LOGIC AND SOFT COMPUTING, PROCEEDINGS, 2007, 4529 :789-798
[6]  
Kundur P., 1994, ser. EPRI power system engineering series, V7
[7]   APPLYING POWER SYSTEM STABILIZERS .1. GENERAL CONCEPTS [J].
LARSEN, EV ;
SWANN, DA .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1981, 100 (06) :3017-3024
[8]  
Nagrath I., 2006, Control Systems Engineering
[9]   Comparison of particle swarm optimization and genetic algorithm for FACTS-based controller design [J].
Panda, Sidhartha ;
Padhy, Narayana Prasad .
APPLIED SOFT COMPUTING, 2008, 8 (04) :1418-1427
[10]   Orthogonal Learning Particle Swarm Optimization [J].
Zhan, Zhi-Hui ;
Zhang, Jun ;
Li, Yun ;
Shi, Yu-Hui .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2011, 15 (06) :832-847