Concurrent optimal design of TCSC and PSS using symbiotic organisms search algorithm

被引:5
|
作者
Alomoush, Muwaffaq [1 ]
机构
[1] Yarmouk Univ, Hijjawi Fac Engn Technol, Dept Elect Power Engn, Irbid, Jordan
关键词
Global optimization; optimal controllers; power system control; power system stabilizer; stability; symbiotic organisms search; thyristor-controlled series compensator; POWER-SYSTEM STABILIZERS; SWARM OPTIMIZATION ALGORITHM; COORDINATED DESIGN; CONTROLLER-DESIGN; EXCITATION;
D O I
10.3906/elk-1703-147
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The symbiotic organisms search (SOS), which has been recently introduced, is a robust powerful metaheuristic global optimizer. This nature-inspired algorithm imitates the symbiotic interaction strategies in an ecosystem exercised by organisms involved in interrelationships to survive and reproduce. One of the main beneficial features of the SOS in contrast to many other competent metaheuristic algorithms is that the algorithm does not need any specific algorithm parameters or tuning process. This paper applies the SOS algorithm to simultaneously design optimal controllers of a power system equipped with both a power system stabilizer (PSS) and a thyristor-controlled series compensator (TCSC). The algorithm of SOS is utilized to concurrently tune the variables of controllers for both the PSS and TCSC in the nonlinear optimization process. Simulation results reveal that the optimal SOS-based coordinated controllers can significantly stabilize the system and efficiently damp oscillations under severe disturbances. Results will also show that the optimal controllers obtained perform slightly better than the optimal controllers obtained using the two commonly used global optimization solvers, the genetic algorithm (GA) and particle swarm optimization.
引用
收藏
页码:3904 / 3919
页数:16
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