Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller

Hassan, L.H. and Mohamed, H.A.F. and Moghavvemi, M. and Yang, S.S. (2009) Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller. In: ICROS-SICE International Joint Conference 2009, ICCAS-SICE 2009, 18-21 August 2009, Fukuoka, Japan.

Full text not available from this repository.


This paper proposes a new Fuzzy Gain Scheduled Proportional, Integral and Derivative (FGPID) controller by using Takagi-Sugeno (TS) fuzzy system to the load frequency control problem in multi-area power systems. The TS fuzzy inference engine is chosen and the range of the controller is selected suitably to enhance the output performance of the system. Simulation results demonstrate the ability of the proposed control model in damping the frequency oscillations and tie line power deviations due to area load changes. The approach is compared against two controllers in the literature; Fuzzy Gain Scheduling Integral and Derivative (FGID) controller, and Fuzzy Gain Scheduling Proportional and Integral (FGPI) controller. Settling times, overshoots, undershoots and Integral Square Error (ISE) of frequency deviation are used as comparison criteria. Nonlinear simulation results show that the proposed controller provides better performance than the other two models.

Item Type: Conference or Workshop Item (Paper)
Additional Information: ISBN: 978-490776433-3 Article number 5333222
Uncontrolled Keywords: Gain scheduling control; Load frequency control; Power systems; Takagi-Sugeno fuzzy control; Control model; Frequency deviation; Frequency oscillations; Fuzzy gain scheduling; Gain scheduling control; Integral square errors; Load change; Load-frequency control; Multi area power systems; Nonlinear simulations; Output performance; PID controllers; Power systems; Settling time; Simulation result; T-S fuzzy; Takagi Sugeno fuzzy systems; Takagi-Sugeno fuzzy control; Tie line
Subjects: T Technology > TA Engineering (General). Civil engineering (General)
Divisions: Faculty of Engineering
Depositing User: Ms. Norhamizah Tamizi
Date Deposited: 27 Mar 2014 02:39
Last Modified: 23 Nov 2017 02:24
URI: http://eprints.um.edu.my/id/eprint/9747

Actions (login required)

View Item View Item