AN INVESTIGATION ON PARTICLE SWARM OPTIMIZATION ALGORITHM FOR DISTRIBUTION SYSTEM PLANNING WITH DISTRIBUTED GENERATION

Nowadays, technology advancement, the drive to reduce environmental pollution and power system restructuring have caused the increase in the utilization of Distributed Generations (DGs). One of the important aspects of the power system is the optimal operation of distribution networks. Therefore, t...

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Main Authors: Shamshiri, Meysam, Gan, Chin Kim, Hasan, I. J., Ab Ghani, Mohd Ruddin
Format: Conference or Workshop Item
Language:English
Published: 2012
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Online Access:http://eprints.utem.edu.my/id/eprint/13700/1/P45.pdf
http://eprints.utem.edu.my/id/eprint/13700/
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Institution: Universiti Teknikal Malaysia Melaka
Language: English
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spelling my.utem.eprints.137002015-05-28T04:33:31Z http://eprints.utem.edu.my/id/eprint/13700/ AN INVESTIGATION ON PARTICLE SWARM OPTIMIZATION ALGORITHM FOR DISTRIBUTION SYSTEM PLANNING WITH DISTRIBUTED GENERATION Shamshiri, Meysam Gan, Chin Kim Hasan, I. J. Ab Ghani, Mohd Ruddin TK Electrical engineering. Electronics Nuclear engineering Nowadays, technology advancement, the drive to reduce environmental pollution and power system restructuring have caused the increase in the utilization of Distributed Generations (DGs). One of the important aspects of the power system is the optimal operation of distribution networks. Therefore, the main objective of this paper is to investigate and to find the best solution for optimal operation of distribution networks which takes into account the impact of DG. Since optimal operation of distribution networks is an optimization problem with discrete and continuous variables, so it can be introduced as an integer problem that can be formulated by metaheuristic. In this regards, this paper presents the Particle Swarm Optimization (PSO) algorithm to solve the distribution planning problem with DG. In addition, case study on IEEE 34 buses system have been carried out to demonstrate the effectiveness of the PSO algorithm. And finally the performance of PSO algorithm is compared with Genetic Algorithm (GA). 2012-12-17 Conference or Workshop Item PeerReviewed application/pdf en http://eprints.utem.edu.my/id/eprint/13700/1/P45.pdf Shamshiri, Meysam and Gan, Chin Kim and Hasan, I. J. and Ab Ghani, Mohd Ruddin (2012) AN INVESTIGATION ON PARTICLE SWARM OPTIMIZATION ALGORITHM FOR DISTRIBUTION SYSTEM PLANNING WITH DISTRIBUTED GENERATION. In: Power and Energy Conversion Symposium (PECS 2012), 17th December 2012, Faculty of Electrical Engineering.
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Shamshiri, Meysam
Gan, Chin Kim
Hasan, I. J.
Ab Ghani, Mohd Ruddin
AN INVESTIGATION ON PARTICLE SWARM OPTIMIZATION ALGORITHM FOR DISTRIBUTION SYSTEM PLANNING WITH DISTRIBUTED GENERATION
description Nowadays, technology advancement, the drive to reduce environmental pollution and power system restructuring have caused the increase in the utilization of Distributed Generations (DGs). One of the important aspects of the power system is the optimal operation of distribution networks. Therefore, the main objective of this paper is to investigate and to find the best solution for optimal operation of distribution networks which takes into account the impact of DG. Since optimal operation of distribution networks is an optimization problem with discrete and continuous variables, so it can be introduced as an integer problem that can be formulated by metaheuristic. In this regards, this paper presents the Particle Swarm Optimization (PSO) algorithm to solve the distribution planning problem with DG. In addition, case study on IEEE 34 buses system have been carried out to demonstrate the effectiveness of the PSO algorithm. And finally the performance of PSO algorithm is compared with Genetic Algorithm (GA).
format Conference or Workshop Item
author Shamshiri, Meysam
Gan, Chin Kim
Hasan, I. J.
Ab Ghani, Mohd Ruddin
author_facet Shamshiri, Meysam
Gan, Chin Kim
Hasan, I. J.
Ab Ghani, Mohd Ruddin
author_sort Shamshiri, Meysam
title AN INVESTIGATION ON PARTICLE SWARM OPTIMIZATION ALGORITHM FOR DISTRIBUTION SYSTEM PLANNING WITH DISTRIBUTED GENERATION
title_short AN INVESTIGATION ON PARTICLE SWARM OPTIMIZATION ALGORITHM FOR DISTRIBUTION SYSTEM PLANNING WITH DISTRIBUTED GENERATION
title_full AN INVESTIGATION ON PARTICLE SWARM OPTIMIZATION ALGORITHM FOR DISTRIBUTION SYSTEM PLANNING WITH DISTRIBUTED GENERATION
title_fullStr AN INVESTIGATION ON PARTICLE SWARM OPTIMIZATION ALGORITHM FOR DISTRIBUTION SYSTEM PLANNING WITH DISTRIBUTED GENERATION
title_full_unstemmed AN INVESTIGATION ON PARTICLE SWARM OPTIMIZATION ALGORITHM FOR DISTRIBUTION SYSTEM PLANNING WITH DISTRIBUTED GENERATION
title_sort investigation on particle swarm optimization algorithm for distribution system planning with distributed generation
publishDate 2012
url http://eprints.utem.edu.my/id/eprint/13700/1/P45.pdf
http://eprints.utem.edu.my/id/eprint/13700/
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