Title :
An Optimal Fractional Order Controller for an AVR System Using Particle Swarm Optimization Algorithm
Author :
Karimi-Ghartemani, Masoud ; Zamani, Majid ; Sadati, Nasser ; Parniani, Mostafa
Author_Institution :
Sharif Univ. of Technol., Tehran
Abstract :
Application of fractional order PID (FOPID) controller to an automatic voltage regulator (AVR) is presented and studied in this paper. An FOPID is a PID whose derivative and integral orders are fractional numbers rather than integers. Design stage of such a controller consists of determining five parameters. This paper employs particle swarm optimization (PSO) algorithm to carry out the aforementioned design procedure. A novel cost function is defined to facilitate the control strategy over both the time-domain and the frequency-domain specifications. Comparisons are made with a PID controller from standpoints of transient response, robustness and disturbance rejection characteristics. It is shown that the proposed FOPID controller can improve the performance of the AVR in all the three respects.
Keywords :
particle swarm optimisation; three-term control; time-varying networks; voltage regulators; AVR system; automatic voltage regulator; fractional order PID controller; frequency domain; particle swarm optimization; time domain; Algorithm design and analysis; Automatic control; Automatic voltage control; Control systems; Cost function; Optimal control; Particle swarm optimization; Regulators; Three-term control; Time domain analysis;
Conference_Titel :
Power Engineering, 2007 Large Engineering Systems Conference on
Conference_Location :
Montreal, Que.
Print_ISBN :
978-1-4244-1583-0
Electronic_ISBN :
978-1-4244-1583-0
DOI :
10.1109/LESCPE.2007.4437386