Analysis of fuzzy power system stabilizer using various defuzzification interface for takagi-sugeno fuzzy logic

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...

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Main Authors: Ab. Khalid, N.S., Mustafa, Mohd. Wazir, Mohamad Idris, Rasyidah
Format: Conference or Workshop Item
Published: 2012
Online Access:http://eprints.utm.my/id/eprint/33996/
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Institution: Universiti Teknologi Malaysia
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spelling my.utm.339962017-09-10T05:16:04Z http://eprints.utm.my/id/eprint/33996/ Analysis of fuzzy power system stabilizer using various defuzzification interface for takagi-sugeno fuzzy logic Ab. Khalid, N.S. Mustafa, Mohd. Wazir Mohamad Idris, Rasyidah 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. 2012 Conference or Workshop Item PeerReviewed Ab. Khalid, N.S. and Mustafa, Mohd. Wazir and Mohamad Idris, Rasyidah (2012) Analysis of fuzzy power system stabilizer using various defuzzification interface for takagi-sugeno fuzzy logic. In: 2012 IEEE International Power Engineering and Optimization Conference 2012 (PEOCO 2012).
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
description 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.
format Conference or Workshop Item
author Ab. Khalid, N.S.
Mustafa, Mohd. Wazir
Mohamad Idris, Rasyidah
spellingShingle Ab. Khalid, N.S.
Mustafa, Mohd. Wazir
Mohamad Idris, Rasyidah
Analysis of fuzzy power system stabilizer using various defuzzification interface for takagi-sugeno fuzzy logic
author_facet Ab. Khalid, N.S.
Mustafa, Mohd. Wazir
Mohamad Idris, Rasyidah
author_sort Ab. Khalid, N.S.
title Analysis of fuzzy power system stabilizer using various defuzzification interface for takagi-sugeno fuzzy logic
title_short Analysis of fuzzy power system stabilizer using various defuzzification interface for takagi-sugeno fuzzy logic
title_full Analysis of fuzzy power system stabilizer using various defuzzification interface for takagi-sugeno fuzzy logic
title_fullStr Analysis of fuzzy power system stabilizer using various defuzzification interface for takagi-sugeno fuzzy logic
title_full_unstemmed Analysis of fuzzy power system stabilizer using various defuzzification interface for takagi-sugeno fuzzy logic
title_sort analysis of fuzzy power system stabilizer using various defuzzification interface for takagi-sugeno fuzzy logic
publishDate 2012
url http://eprints.utm.my/id/eprint/33996/
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