Title :
Analysis of fuzzy Power System Stabilizer using various defuzzification interface for Takagi-Sugeno fuzzy logic
Author :
Khalid, N. S Ab ; Mustafa, M.W. ; Idris, R. Mohamad
Abstract :
Power System Stabilizer (PSS) is well known to provide damping in low-frequency oscillation and improve power system stability. This paper discussed the use of Takagi-Sugeno (TS) fuzzy logic to design the PSS controller and the performance is tested on single machine infinite bus (SMIB) system. The generator represented by the standard K-coefficients as second order system. The mechanism to determine the rule is describe and the performance is being investigated for both conventional PSS and proposed TS fuzzy PSS (FPSS) with different type of defuzzification for changes in mechanical input in the system. The angular speed deviation and its acceleration are being taken as the input parameters and the stabilize voltage signal as output. The system is simulated in MATLAB/SIMULINK environment. The superior response for FPSS proved the ability of Takagi-Sugeno fuzzy controller to enhance the stability of the system in comparison of the conventional one.
Keywords :
control system synthesis; fuzzy control; power system stability; Matlab-Simulink environment; PSS controller; SMIB system; TS fuzzy logic; Takagi-Sugeno fuzzy controller; Takagi-Sugeno fuzzy logic; acceleration; angular speed deviation; defuzzification interface; fuzzy power system stabilizer analysis; generator; low-frequency oscillation damping; power system stability; second order system; single machine infinite bus system; standard k-coefficients; voltage signal stabilization; Acceleration; Damping; Fuzzy logic; Mathematical model; Niobium; Oscillators; Power system stability; Matlab/Simulink; Takagi-Sugeno fuzzy controller; low-frequency oscillation; power system stabilizer; single machine infinite bus;
Conference_Titel :
Power Engineering and Optimization Conference (PEDCO) Melaka, Malaysia, 2012 Ieee International
Conference_Location :
Melaka
Print_ISBN :
978-1-4673-0660-7
DOI :
10.1109/PEOCO.2012.6230923