Efficient evolutionary particle swarm optimization approach for nonconvex economic load dispatch problem
The main objective of economic load dispatch (ELD) is to allocate the output power generator at minimum cost while satisfying all the operation constraints. This paper presents a new hybrid method by integrating particle swarm optimization with time varying acceleration coefficients and evolutionary...
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| Format: | Article |
| Language: | English |
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Zagadnienie ekonomicznie uzasadnionego określenia wytwarzanej energii elektrycznej o charakterystyce niewypukłej - wykorzystanie metody optymalizacji roju cza{ogonek}stek
2013
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| Subjects: | |
| Online Access: | http://eprints.um.edu.my/7803/1/Efficient_evolutionary_particle_swarm_optimization_approach_for_nonconvex_economic_load_dispatch_problem.pdf |
| _version_ | 1825719431052918784 |
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| author | Abdullah, M.N. Rahim, N.A. Bakar, Ab Halim Abu Mokhlis, Hazlie Illias, Hazlee Azil Jamian, J.J. |
| author_facet | Abdullah, M.N. Rahim, N.A. Bakar, Ab Halim Abu Mokhlis, Hazlie Illias, Hazlee Azil Jamian, J.J. |
| author_sort | Abdullah, M.N. |
| collection | UM |
| description | The main objective of economic load dispatch (ELD) is to allocate the output power generator at minimum cost while satisfying all the operation constraints. This paper presents a new hybrid method by integrating particle swarm optimization with time varying acceleration coefficients and evolutionary programming (TVAC-EPSO) for solving nonconvex ELD problem. The competition, sorting and selection in EP method are used to determine the best particle in PSO for finding the optimum solution efficiently. The proposed TVAC-EPSO has been tested on three different power system benchmarks. The simulation results have demonstrated the effectiveness of the proposed method in solving nonconvex ELD problem. |
| first_indexed | 2024-03-06T05:19:37Z |
| format | Article |
| id | um.eprints-7803 |
| institution | Universiti Malaya |
| language | English |
| last_indexed | 2024-03-06T05:19:37Z |
| publishDate | 2013 |
| publisher | Zagadnienie ekonomicznie uzasadnionego określenia wytwarzanej energii elektrycznej o charakterystyce niewypukłej - wykorzystanie metody optymalizacji roju cza{ogonek}stek |
| record_format | dspace |
| spelling | um.eprints-78032019-12-06T08:38:40Z http://eprints.um.edu.my/7803/ Efficient evolutionary particle swarm optimization approach for nonconvex economic load dispatch problem Abdullah, M.N. Rahim, N.A. Bakar, Ab Halim Abu Mokhlis, Hazlie Illias, Hazlee Azil Jamian, J.J. TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering The main objective of economic load dispatch (ELD) is to allocate the output power generator at minimum cost while satisfying all the operation constraints. This paper presents a new hybrid method by integrating particle swarm optimization with time varying acceleration coefficients and evolutionary programming (TVAC-EPSO) for solving nonconvex ELD problem. The competition, sorting and selection in EP method are used to determine the best particle in PSO for finding the optimum solution efficiently. The proposed TVAC-EPSO has been tested on three different power system benchmarks. The simulation results have demonstrated the effectiveness of the proposed method in solving nonconvex ELD problem. Zagadnienie ekonomicznie uzasadnionego określenia wytwarzanej energii elektrycznej o charakterystyce niewypukłej - wykorzystanie metody optymalizacji roju cza{ogonek}stek 2013 Article PeerReviewed application/pdf en http://eprints.um.edu.my/7803/1/Efficient_evolutionary_particle_swarm_optimization_approach_for_nonconvex_economic_load_dispatch_problem.pdf Abdullah, M.N. and Rahim, N.A. and Bakar, Ab Halim Abu and Mokhlis, Hazlie and Illias, Hazlee Azil and Jamian, J.J. (2013) Efficient evolutionary particle swarm optimization approach for nonconvex economic load dispatch problem. Przeglad Elektrotechniczny, 89 (2 A). pp. 139-143. ISSN 00332097 , https://www.red.pe.org.pl/articles/2013/2a/31.pdf |
| spellingShingle | TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering Abdullah, M.N. Rahim, N.A. Bakar, Ab Halim Abu Mokhlis, Hazlie Illias, Hazlee Azil Jamian, J.J. Efficient evolutionary particle swarm optimization approach for nonconvex economic load dispatch problem |
| title | Efficient evolutionary particle swarm optimization approach for nonconvex economic load dispatch problem |
| title_full | Efficient evolutionary particle swarm optimization approach for nonconvex economic load dispatch problem |
| title_fullStr | Efficient evolutionary particle swarm optimization approach for nonconvex economic load dispatch problem |
| title_full_unstemmed | Efficient evolutionary particle swarm optimization approach for nonconvex economic load dispatch problem |
| title_short | Efficient evolutionary particle swarm optimization approach for nonconvex economic load dispatch problem |
| title_sort | efficient evolutionary particle swarm optimization approach for nonconvex economic load dispatch problem |
| topic | TA Engineering (General). Civil engineering (General) TK Electrical engineering. Electronics Nuclear engineering |
| url | http://eprints.um.edu.my/7803/1/Efficient_evolutionary_particle_swarm_optimization_approach_for_nonconvex_economic_load_dispatch_problem.pdf |
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