DocumentCode :
1288995
Title :
Design of a Self-Tuning PI Controller for a STATCOM Using Particle Swarm Optimization
Author :
Liu, Chien-Hung ; Hsu, Yuan-Yih
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Volume :
57
Issue :
2
fYear :
2010
Firstpage :
702
Lastpage :
715
Abstract :
A self-tuning proportional-integral (PI) controller in which the controller gains are adapted using the particle swarm optimization (PSO) technique is proposed for a static synchronous compensator (STATCOM). An efficient formula for the estimation of system load impedance using real-time measurements is derived. Based on the estimated system load, a PSO algorithm, which takes the best particle gains, the best global gains, and previous change of gains into account, is employed to reach the desired controller gains. To demonstrate the effectiveness of the proposed PSO self-tuning PI controller for a STATCOM, experimental results for a system under different loading conditions are presented. Results from the self-tuning PI controller are compared with those from the fixed-gain PI controllers.
Keywords :
PI control; particle swarm optimisation; self-adjusting systems; static VAr compensators; PSO algorithm; STATCOM; controller gain; particle swarm optimization; proportional-integral controller; self-tuning PI controller; static synchronous compensator; system load impedance; Particle swarm optimization (PSO); reactive power compensation; self-tuning proportional-integral (PI) controller; static synchronous compensator (STATCOM); voltage regulation;
fLanguage :
English
Journal_Title :
Industrial Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0046
Type :
jour
DOI :
10.1109/TIE.2009.2028350
Filename :
5196769
Link To Document :
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