Title :
An evolutionary algorithm approach to design SVC-PI controller for angle stability improvement
Author :
Kamari, N. A Mohamed ; Musirin, I. ; Hamid, Z.A. ; Rahim, M.N.A.
Author_Institution :
Univ. Teknol. Mara, Shah Alam, Malaysia
Abstract :
This paper presents Evolutionary Programming (EP) based optimization technique for estimating PI controller parameters of a static var compensator (SVC) which controls a synchronous machine. SVC is one type of Flexible AC Transmission Systems (FACTS) device, designed and implemented to improve the damping of a synchronous generator, as well as controlling the system voltage. This paper introduced Evolutionary Programming (EP) optimization method based SVC-PI controller. The study includes the placement of SVC with PI controller, while computational intelligence technique is used in optimizing the parameter values of PI controller: proportional gain, KP and interval gain, KI. Validation with respect to eigenvalues determination and synchronizing and damping torque coefficients (KS and KD) value confirmed that the proposed technique is effective to improve the angle stability problem.
Keywords :
PI control; control system synthesis; damping; eigenvalues and eigenfunctions; evolutionary computation; flexible AC transmission systems; machine control; optimisation; parameter estimation; stability; static VAr compensators; synchronisation; synchronous generators; vibration control; voltage control; FACTS device; PI controller parameter estimation; SVC-PI controller design; angle stability improvement; angle stability problem; computational intelligence technique; damping torque coefficient; eigenvalue determination; evolutionary algorithm approach; evolutionary programming based optimization technique; flexible AC transmission system; interval gain; parameter value optimization; proportional gain; static var compensator; synchronizing torque coefficient; synchronous generator damping; synchronous machine control; system voltage control; Damping; Oscillators; Power system stability; Programming; Stability analysis; Static VAr compensators; Torque; Angle Stability; Artificial Immune System; Damping Torque Coefficient; Evolutionary Programming; Synchronizing Torque Coefficient;
Conference_Titel :
Innovation Management and Technology Research (ICIMTR), 2012 International Conference on
Conference_Location :
Malacca
Print_ISBN :
978-1-4673-0655-3
DOI :
10.1109/ICIMTR.2012.6236491