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

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 suit...

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Main Authors:	Hassan, L.H., Mohamed, H.A.F., Moghavvemi, M., Yang, S.S.
Format:	Conference or Workshop Item
Published:	2009
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	http://eprints.um.edu.my/9747/

id	um-9747
recordtype	eprints
spelling	um-97472017-11-23T02:24:17Z Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller Hassan, L.H. Mohamed, H.A.F. Moghavvemi, M. Yang, S.S. TA Engineering (General). Civil engineering (General) 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. 2009-08 Conference or Workshop Item PeerReviewed Hassan, L.H.; Mohamed, H.A.F.; Moghavvemi, M.; 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. http://eprints.um.edu.my/9747/
repository_type	Digital Repository
institution_category	Local University
institution	University Malaya
building	UM Research Repository
collection	Online Access
topic	TA Engineering (General). Civil engineering (General)
spellingShingle	TA Engineering (General). Civil engineering (General) Hassan, L.H. Mohamed, H.A.F. Moghavvemi, M. Yang, S.S. Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller
description	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.
format	Conference or Workshop Item
author	Hassan, L.H. Mohamed, H.A.F. Moghavvemi, M. Yang, S.S.
author_facet	Hassan, L.H. Mohamed, H.A.F. Moghavvemi, M. Yang, S.S.
author_sort	Hassan, L.H.
title	Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller
title_short	Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller
title_full	Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller
title_fullStr	Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller
title_full_unstemmed	Load frequency control of power systems with Sugeno fuzzy gain scheduling PID controller
title_sort	load frequency control of power systems with sugeno fuzzy gain scheduling pid controller
publishDate	2009
url	http://eprints.um.edu.my/9747/
first_indexed	2018-09-06T05:45:25Z
last_indexed	2018-09-06T05:45:25Z
_version_	1610835794475352064

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

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