Application of Genetic Algorithm for the Reduction of Reactive Power Losses in Radial Distribution System

Power losses in distribution system have become the most concerned issue in power losses analysis in any power system. In the effort of reducing power losses within distribution system, reactive power compensation has become increasingly important as it affects the operational, economical and qualit...

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Main Authors: Perumal, Nallagownden, Lo, Thin Thin, Ng, Chin Guan, Mahmud, Che Mat Hadzer
Format: Conference or Workshop Item
Published: 2006
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Online Access:http://eprints.utp.edu.my/4657/1/Application_of_Genetic_Algorithm.pdf
http://eprints.utp.edu.my/4657/
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spelling my.utp.eprints.46572017-01-19T08:27:17Z Application of Genetic Algorithm for the Reduction of Reactive Power Losses in Radial Distribution System Perumal, Nallagownden Lo, Thin Thin Ng, Chin Guan Mahmud, Che Mat Hadzer TK Electrical engineering. Electronics Nuclear engineering Power losses in distribution system have become the most concerned issue in power losses analysis in any power system. In the effort of reducing power losses within distribution system, reactive power compensation has become increasingly important as it affects the operational, economical and quality of service for electric power systems. This paper presents the application of genetic algorithm approach for reactive power loss reduction in radial distribution system. IEEE 34-bus Standard Test System is used together with the ERACS and MATLAB as powerful tools for the analysis and simulation work. ERACS is used to perform load flow analysis while MATLAB is used for the identification of capacitor current via GAtool, and algorithm for the calculation of loss savings, its particular capacitor size and location. The result is then compared with the heuristic search strategies to evaluate the performance of genetic algorithm. 2006-11-28 Conference or Workshop Item NonPeerReviewed application/pdf http://eprints.utp.edu.my/4657/1/Application_of_Genetic_Algorithm.pdf Perumal, Nallagownden and Lo, Thin Thin and Ng, Chin Guan and Mahmud, Che Mat Hadzer (2006) Application of Genetic Algorithm for the Reduction of Reactive Power Losses in Radial Distribution System. In: Power and Energy Conference PECon 2006, 26 - 28 Nov 2006. http://eprints.utp.edu.my/4657/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Perumal, Nallagownden
Lo, Thin Thin
Ng, Chin Guan
Mahmud, Che Mat Hadzer
Application of Genetic Algorithm for the Reduction of Reactive Power Losses in Radial Distribution System
description Power losses in distribution system have become the most concerned issue in power losses analysis in any power system. In the effort of reducing power losses within distribution system, reactive power compensation has become increasingly important as it affects the operational, economical and quality of service for electric power systems. This paper presents the application of genetic algorithm approach for reactive power loss reduction in radial distribution system. IEEE 34-bus Standard Test System is used together with the ERACS and MATLAB as powerful tools for the analysis and simulation work. ERACS is used to perform load flow analysis while MATLAB is used for the identification of capacitor current via GAtool, and algorithm for the calculation of loss savings, its particular capacitor size and location. The result is then compared with the heuristic search strategies to evaluate the performance of genetic algorithm.
format Conference or Workshop Item
author Perumal, Nallagownden
Lo, Thin Thin
Ng, Chin Guan
Mahmud, Che Mat Hadzer
author_facet Perumal, Nallagownden
Lo, Thin Thin
Ng, Chin Guan
Mahmud, Che Mat Hadzer
author_sort Perumal, Nallagownden
title Application of Genetic Algorithm for the Reduction of Reactive Power Losses in Radial Distribution System
title_short Application of Genetic Algorithm for the Reduction of Reactive Power Losses in Radial Distribution System
title_full Application of Genetic Algorithm for the Reduction of Reactive Power Losses in Radial Distribution System
title_fullStr Application of Genetic Algorithm for the Reduction of Reactive Power Losses in Radial Distribution System
title_full_unstemmed Application of Genetic Algorithm for the Reduction of Reactive Power Losses in Radial Distribution System
title_sort application of genetic algorithm for the reduction of reactive power losses in radial distribution system
publishDate 2006
url http://eprints.utp.edu.my/4657/1/Application_of_Genetic_Algorithm.pdf
http://eprints.utp.edu.my/4657/
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score 13.160551