An integrated method for under frequency load shedding based on hybrid intelligent system-part ii: UFLS design

The first part of this two part paper has proposed a novel strategy for frequency response modelling of modern power system, as it recommended a new application of artificial neural network in assessment of power system dynamic performance. The intelligent methods have shown a high ability in estima...

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Main Authors: Shariati, Omid, Mohd. Zin, Abdullah Asuhaimi, Khairuddin, Azhar, Pesaran, Mahmoud, Aghamohammadi, Mohammadreza
Format: Article
Published: 2012
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Online Access:http://eprints.utm.my/id/eprint/46598/
http://dx.doi.org/10.1109/APPEEC.2012.6307692
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Institution: Universiti Teknologi Malaysia
id my.utm.46598
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spelling my.utm.465982017-09-17T01:22:58Z http://eprints.utm.my/id/eprint/46598/ An integrated method for under frequency load shedding based on hybrid intelligent system-part ii: UFLS design Shariati, Omid Mohd. Zin, Abdullah Asuhaimi Khairuddin, Azhar Pesaran, Mahmoud Aghamohammadi, Mohammadreza QC Physics The first part of this two part paper has proposed a novel strategy for frequency response modelling of modern power system, as it recommended a new application of artificial neural network in assessment of power system dynamic performance. The intelligent methods have shown a high ability in estimation and optimisation problems, as the recent advances in computer systems and intelligent methods have created new opportunities. The current paper proposes an integrated under frequency load shedding system based on genetic algorithm which is able to consider all effective factors at the same time. It also presents a new hybrid artificial neural network-genetic algorithm basis system for under frequency load shedding which is a quick, simple and applied method of UFLS. This assessment includes a review of significant researches on under frequency load shedding design and application. 2012 Article PeerReviewed Shariati, Omid and Mohd. Zin, Abdullah Asuhaimi and Khairuddin, Azhar and Pesaran, Mahmoud and Aghamohammadi, Mohammadreza (2012) An integrated method for under frequency load shedding based on hybrid intelligent system-part ii: UFLS design. Asia-Pacific Power and Energy Engineering Conference, APPEEC . ISSN 2157-4839 http://dx.doi.org/10.1109/APPEEC.2012.6307692
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/
topic QC Physics
spellingShingle QC Physics
Shariati, Omid
Mohd. Zin, Abdullah Asuhaimi
Khairuddin, Azhar
Pesaran, Mahmoud
Aghamohammadi, Mohammadreza
An integrated method for under frequency load shedding based on hybrid intelligent system-part ii: UFLS design
description The first part of this two part paper has proposed a novel strategy for frequency response modelling of modern power system, as it recommended a new application of artificial neural network in assessment of power system dynamic performance. The intelligent methods have shown a high ability in estimation and optimisation problems, as the recent advances in computer systems and intelligent methods have created new opportunities. The current paper proposes an integrated under frequency load shedding system based on genetic algorithm which is able to consider all effective factors at the same time. It also presents a new hybrid artificial neural network-genetic algorithm basis system for under frequency load shedding which is a quick, simple and applied method of UFLS. This assessment includes a review of significant researches on under frequency load shedding design and application.
format Article
author Shariati, Omid
Mohd. Zin, Abdullah Asuhaimi
Khairuddin, Azhar
Pesaran, Mahmoud
Aghamohammadi, Mohammadreza
author_facet Shariati, Omid
Mohd. Zin, Abdullah Asuhaimi
Khairuddin, Azhar
Pesaran, Mahmoud
Aghamohammadi, Mohammadreza
author_sort Shariati, Omid
title An integrated method for under frequency load shedding based on hybrid intelligent system-part ii: UFLS design
title_short An integrated method for under frequency load shedding based on hybrid intelligent system-part ii: UFLS design
title_full An integrated method for under frequency load shedding based on hybrid intelligent system-part ii: UFLS design
title_fullStr An integrated method for under frequency load shedding based on hybrid intelligent system-part ii: UFLS design
title_full_unstemmed An integrated method for under frequency load shedding based on hybrid intelligent system-part ii: UFLS design
title_sort integrated method for under frequency load shedding based on hybrid intelligent system-part ii: ufls design
publishDate 2012
url http://eprints.utm.my/id/eprint/46598/
http://dx.doi.org/10.1109/APPEEC.2012.6307692
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