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Multiple employed artificial bees colony algorithm for allocating reactive power losses in deregulated power system

The extensive use of heuristic technique for solving problem given in various field, not the least in power system analysis, has provided a source of inspiration in the determination of reactive power losses that occur along transmission the reactive power from source to consumer in deregulated powe...

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Main Authors: Minhat, Abdul Rahman, Mustafa, Mohd. Wazir, Musirin, Ismail
Format: Article
Published: 2013
Subjects:
TK Electrical engineering. Electronics Nuclear engineering
Online Access:http://eprints.utm.my/id/eprint/40931/
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spelling my.utm.409312017-08-22T04:47:52Z http://eprints.utm.my/id/eprint/40931/ Multiple employed artificial bees colony algorithm for allocating reactive power losses in deregulated power system Minhat, Abdul Rahman Mustafa, Mohd. Wazir Musirin, Ismail TK Electrical engineering. Electronics Nuclear engineering The extensive use of heuristic technique for solving problem given in various field, not the least in power system analysis, has provided a source of inspiration in the determination of reactive power losses that occur along transmission the reactive power from source to consumer in deregulated power system. Based on the original idea of honeybees perform foraging activity from their colony to food source that available in their confines, it has been adopted as proposed in this paper to solve the allocation of reactive power losses to generators in the system by optimization approach. However for allocating the reactive power losses in deregulated power system purpose, multiple numbers of employed bees has been used in performing the Artificial Bees Colony algorithm. The results showed that performance and quality of the experiment is better compared to original ABC algorithm. Meanwhile, a comparative experiment is also performed on conventional method to observe the contribution of generators to power losses that occurs in the system with both methods. IEEE 30-bus Reliability Test System was chosen as a test system in this study. 2013 Article PeerReviewed Minhat, Abdul Rahman and Mustafa, Mohd. Wazir and Musirin, Ismail (2013) Multiple employed artificial bees colony algorithm for allocating reactive power losses in deregulated power system. International Journal of Energy, 7 (2). pp. 38-46. ISSN 1998-4316
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 TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Minhat, Abdul Rahman
Mustafa, Mohd. Wazir
Musirin, Ismail
Multiple employed artificial bees colony algorithm for allocating reactive power losses in deregulated power system
description The extensive use of heuristic technique for solving problem given in various field, not the least in power system analysis, has provided a source of inspiration in the determination of reactive power losses that occur along transmission the reactive power from source to consumer in deregulated power system. Based on the original idea of honeybees perform foraging activity from their colony to food source that available in their confines, it has been adopted as proposed in this paper to solve the allocation of reactive power losses to generators in the system by optimization approach. However for allocating the reactive power losses in deregulated power system purpose, multiple numbers of employed bees has been used in performing the Artificial Bees Colony algorithm. The results showed that performance and quality of the experiment is better compared to original ABC algorithm. Meanwhile, a comparative experiment is also performed on conventional method to observe the contribution of generators to power losses that occurs in the system with both methods. IEEE 30-bus Reliability Test System was chosen as a test system in this study.
format Article
author Minhat, Abdul Rahman
Mustafa, Mohd. Wazir
Musirin, Ismail
author_facet Minhat, Abdul Rahman
Mustafa, Mohd. Wazir
Musirin, Ismail
author_sort Minhat, Abdul Rahman
title Multiple employed artificial bees colony algorithm for allocating reactive power losses in deregulated power system
title_short Multiple employed artificial bees colony algorithm for allocating reactive power losses in deregulated power system
title_full Multiple employed artificial bees colony algorithm for allocating reactive power losses in deregulated power system
title_fullStr Multiple employed artificial bees colony algorithm for allocating reactive power losses in deregulated power system
title_full_unstemmed Multiple employed artificial bees colony algorithm for allocating reactive power losses in deregulated power system
title_sort multiple employed artificial bees colony algorithm for allocating reactive power losses in deregulated power system
publishDate 2013
url http://eprints.utm.my/id/eprint/40931/
_version_ 1643650597650432000
score 13.211869

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