Optimal design of multi-machine power system stabilizer using robust ant colony optimization technique

被引:17
作者
Linda, M. Mary [1 ]
Nair, N. Kesavan [2 ]
机构
[1] Ponjesly Coll Engn, Nagercoil, Tamil Nadu, India
[2] Noorul Islam Coll Engn, Kumaracoil, Tamil Nadu, India
关键词
Genetic Local Search; low-frequency oscillation; Power System Stabilizer;
D O I
10.1177/0142331211421520
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a multi-objective design of the multi-machine Power System Stabilizer (PSS) using Ant Colony Optimization (ACO) is proposed. The fine tuning of PSS parameters problem is converted to an optimization problem that is resolved by an ACO-based dominant metaheuristic technique. The strength of the proposed ACO-based PSS is tested on two different multi-machine power systems under diverse operating conditions. The outcomes of the proposed ACOPSS are compared with the Conventional PSS, Genetic Local Search-based PSS, Chaotic Optimization-based PSS and Particle Swarm Optimization-based PSS (PSOPSS). From the simulation results it can be inferred that the ACOPSS reduces the settling time and maximum overshoot more than the other techniques.
引用
收藏
页码:829 / 840
页数:12
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