Enhancement of an Iraqi Radial Distribution System Performance Using Multi-Object Particle Swarm Optimization
This paper proposes a Multi Object Particle Swarm Optimization (MOPSO) to find the optimal location and capacity of Distributed Generation and D-STATCOM device. The objective function has adapted with a multi -objectives function to improve voltage profile, the voltage stability and reduce the total...
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| Format: | Article |
| Language: | English |
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Unviversity of Technology- Iraq
2021-10-01
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| Series: | Engineering and Technology Journal |
| Subjects: | |
| Online Access: | https://etj.uotechnology.edu.iq/article_169774_5a51f1643a2c02f0f5099e5abc1d0716.pdf |
| _version_ | 1827366730570137600 |
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| author | Hazim Alwazni Shatha Al-kubragyi |
| author_facet | Hazim Alwazni Shatha Al-kubragyi |
| author_sort | Hazim Alwazni |
| collection | DOAJ |
| description | This paper proposes a Multi Object Particle Swarm Optimization (MOPSO) to find the optimal location and capacity of Distributed Generation and D-STATCOM device. The objective function has adapted with a multi -objectives function to improve voltage profile, the voltage stability and reduce the total power loss of the Radial Distribution System (RDS). Basically, the voltage stability index (VSI) has been used to pre-determine the optimal location of DG and D-STATCOM. Then, a MOPSO applies to achieve the suitable size of DG and D-STATCOM units with different load models. The proposed method is compared with other existing methods and it was obtained losses reductions and enhancement voltage stability and average voltage when was tested on IEEE 33-bus and real Iraqi 65-bus radial distribution system through simulation using MATLAB. Furthermore, different cases were considered for using the (MOPSO) algorithm at different load factors. |
| first_indexed | 2024-03-08T08:54:53Z |
| format | Article |
| id | doaj.art-e596062bc476463db610945bb1a14d08 |
| institution | Directory Open Access Journal |
| issn | 1681-6900 2412-0758 |
| language | English |
| last_indexed | 2024-03-08T08:54:53Z |
| publishDate | 2021-10-01 |
| publisher | Unviversity of Technology- Iraq |
| record_format | Article |
| series | Engineering and Technology Journal |
| spelling | doaj.art-e596062bc476463db610945bb1a14d082024-02-01T07:18:34ZengUnviversity of Technology- IraqEngineering and Technology Journal1681-69002412-07582021-10-0139101528153810.30684/etj.v39i10.2095169774Enhancement of an Iraqi Radial Distribution System Performance Using Multi-Object Particle Swarm OptimizationHazim Alwazni0Shatha Al-kubragyi1Electrical Engineering Dept., University of Technology-Iraq, Alsina’a street, 10066 Baghdad, Iraq.Electrical Engineering Dept., University of Technology-Iraq, Alsina’a street, 10066 Baghdad, Iraq.This paper proposes a Multi Object Particle Swarm Optimization (MOPSO) to find the optimal location and capacity of Distributed Generation and D-STATCOM device. The objective function has adapted with a multi -objectives function to improve voltage profile, the voltage stability and reduce the total power loss of the Radial Distribution System (RDS). Basically, the voltage stability index (VSI) has been used to pre-determine the optimal location of DG and D-STATCOM. Then, a MOPSO applies to achieve the suitable size of DG and D-STATCOM units with different load models. The proposed method is compared with other existing methods and it was obtained losses reductions and enhancement voltage stability and average voltage when was tested on IEEE 33-bus and real Iraqi 65-bus radial distribution system through simulation using MATLAB. Furthermore, different cases were considered for using the (MOPSO) algorithm at different load factors.https://etj.uotechnology.edu.iq/article_169774_5a51f1643a2c02f0f5099e5abc1d0716.pdfd-statcommopso algorithmsmart distribution gridvoltage stability |
| spellingShingle | Hazim Alwazni Shatha Al-kubragyi Enhancement of an Iraqi Radial Distribution System Performance Using Multi-Object Particle Swarm Optimization Engineering and Technology Journal d-statcom mopso algorithm smart distribution grid voltage stability |
| title | Enhancement of an Iraqi Radial Distribution System Performance Using Multi-Object Particle Swarm Optimization |
| title_full | Enhancement of an Iraqi Radial Distribution System Performance Using Multi-Object Particle Swarm Optimization |
| title_fullStr | Enhancement of an Iraqi Radial Distribution System Performance Using Multi-Object Particle Swarm Optimization |
| title_full_unstemmed | Enhancement of an Iraqi Radial Distribution System Performance Using Multi-Object Particle Swarm Optimization |
| title_short | Enhancement of an Iraqi Radial Distribution System Performance Using Multi-Object Particle Swarm Optimization |
| title_sort | enhancement of an iraqi radial distribution system performance using multi object particle swarm optimization |
| topic | d-statcom mopso algorithm smart distribution grid voltage stability |
| url | https://etj.uotechnology.edu.iq/article_169774_5a51f1643a2c02f0f5099e5abc1d0716.pdf |
| work_keys_str_mv | AT hazimalwazni enhancementofaniraqiradialdistributionsystemperformanceusingmultiobjectparticleswarmoptimization AT shathaalkubragyi enhancementofaniraqiradialdistributionsystemperformanceusingmultiobjectparticleswarmoptimization |