Title :
Comparative Study of PID Controller Designs Using Particle Swarm Optimizations for Automatic Voltage Regulators
Author :
Kang, Hwan Il ; Kwon, Min Woo ; Bae, Hwan Gil
Author_Institution :
Dept. of Inf. & Commun. Eng., Myongji Univ., Yongin, South Korea
Abstract :
In this paper, we present PID controller design methods for automatic voltage regulators. We use three improved particle swarm optimization for PID controllers with which the step response is optimally regulated for automatic voltage controllers. We compare three different versions of particle swarm optimizations, i.e., the modified original PSO, the crazy PSO and the chaotic PSO. Among three PSOs, the chaotic PSO has the best performance and the modified original PSO has second best performance and the crazy PSO has poor performance for the convergence and the optimal solutions.
Keywords :
control system synthesis; particle swarm optimisation; three-term control; voltage regulators; PID controller design methods; automatic voltage regulators; chaotic PSO; crazy PSO; modified original PSO; particle swarm optimizations; step response; Automatic voltage control; Chaotic communication; Convergence; Particle swarm optimization; Regulators;
Conference_Titel :
Information Science and Applications (ICISA), 2011 International Conference on
Conference_Location :
Jeju Island
Print_ISBN :
978-1-4244-9222-0
Electronic_ISBN :
978-1-4244-9223-7
DOI :
10.1109/ICISA.2011.5772345