Optimal Placement And Sizing Of Photovoltaic Based Distributed Generation Considering Costs Of Operation Planning Of Monocrystalline And Thin-Film Technologies
Distributed generation (DG) technology has been growing rapidly in industries as this technology can increase the overall efficiency to the power systems. Improper placement and sizing can lead to power losses and interrupt the voltage profile of distribution systems. Studies have been done to solve...
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American Society Of Mechanical Engineers (ASME)
2019
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Online Access: | http://eprints.utem.edu.my/id/eprint/24017/2/SOL-18-1222_loo%20soon%20lii.pdf http://eprints.utem.edu.my/id/eprint/24017/ https://asmedigitalcollection.asme.org/solarenergyengineering/article/doi/10.1115/1.4041105/458012/Optimal-Placement-and-Sizing-of-Photovoltaic-Based https://doi.org/10.1115/1.4041105 |
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my.utem.eprints.240172020-03-05T12:09:20Z http://eprints.utem.edu.my/id/eprint/24017/ Optimal Placement And Sizing Of Photovoltaic Based Distributed Generation Considering Costs Of Operation Planning Of Monocrystalline And Thin-Film Technologies Abdul Kadir, Aida Fazliana Khatib, Tamer Loo, Soon Lii Hassan, Elia Erwani T Technology (General) TK Electrical engineering. Electronics Nuclear engineering Distributed generation (DG) technology has been growing rapidly in industries as this technology can increase the overall efficiency to the power systems. Improper placement and sizing can lead to power losses and interrupt the voltage profile of distribution systems. Studies have been done to solve the DG placement and sizing problem considering several factors, and one of the common factor is minimizing the power losses. However, it is not adequate by only considering the power losses, whereas, the costs of the generation, investment, maintenance, and losses of the distribution system must be taken in consideration. In this research, DG chosen to study is photovoltaic (PV) type which is monocrystalline and thin-film. Costs of operation planning with respect to the power losses is considered which include the costs of investment, maintenance, power loss, and generation that are determined for optimal placement and sizing of DG. The proposed method improved gravitational search algorithm (IGSA) is used in the MATLAB environment to find the optimal placement and sizing of DG and is tested with the IEEE 34-bus system. The performance of IGSA is then compared with gravitational search algorithm (GSA) and particle swarm optimization (PSO) to find out which algorithm gives the best fitness value and convergence rate. The purpose of this research is to identify the operation planning cost based on the optimization results and improves the optimal placement and sizing of DG in future, to provide maximum economical, technical, environmental benefits, and increase the overall efficiency to the power system. American Society Of Mechanical Engineers (ASME) 2019-02 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/24017/2/SOL-18-1222_loo%20soon%20lii.pdf Abdul Kadir, Aida Fazliana and Khatib, Tamer and Loo, Soon Lii and Hassan, Elia Erwani (2019) Optimal Placement And Sizing Of Photovoltaic Based Distributed Generation Considering Costs Of Operation Planning Of Monocrystalline And Thin-Film Technologies. Journal Of Solar Energy Engineering, Transactions Of The ASME, 141 (1). pp. 1-8. ISSN 0199-6231 https://asmedigitalcollection.asme.org/solarenergyengineering/article/doi/10.1115/1.4041105/458012/Optimal-Placement-and-Sizing-of-Photovoltaic-Based https://doi.org/10.1115/1.4041105 |
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T Technology (General) TK Electrical engineering. Electronics Nuclear engineering Abdul Kadir, Aida Fazliana Khatib, Tamer Loo, Soon Lii Hassan, Elia Erwani Optimal Placement And Sizing Of Photovoltaic Based Distributed Generation Considering Costs Of Operation Planning Of Monocrystalline And Thin-Film Technologies |
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Distributed generation (DG) technology has been growing rapidly in industries as this technology can increase the overall efficiency to the power systems. Improper placement and sizing can lead to power losses and interrupt the voltage profile of distribution systems. Studies have been done to solve the DG placement and sizing problem considering several factors, and one of the common factor is minimizing the power losses. However, it is not adequate by only considering the power losses, whereas, the costs of the generation, investment, maintenance, and losses of the distribution system must be taken in consideration. In this research, DG chosen to study is photovoltaic (PV) type which is monocrystalline and thin-film. Costs of operation planning with respect to the power losses is considered which include the costs of investment, maintenance, power loss, and generation that are determined for optimal placement and sizing of DG. The proposed method improved gravitational search algorithm (IGSA) is used in the MATLAB environment to find the optimal placement and sizing of DG and is tested with the IEEE 34-bus system. The performance of IGSA is then compared with gravitational search algorithm (GSA) and particle swarm optimization (PSO) to find out which algorithm gives the best fitness value and convergence rate. The purpose of this research is to identify the operation planning cost based on the optimization results and improves the optimal placement and sizing of DG in future, to provide maximum economical, technical, environmental benefits, and increase the overall efficiency to the power system. |
format |
Article |
author |
Abdul Kadir, Aida Fazliana Khatib, Tamer Loo, Soon Lii Hassan, Elia Erwani |
author_facet |
Abdul Kadir, Aida Fazliana Khatib, Tamer Loo, Soon Lii Hassan, Elia Erwani |
author_sort |
Abdul Kadir, Aida Fazliana |
title |
Optimal Placement And Sizing Of Photovoltaic Based Distributed Generation Considering Costs Of Operation Planning Of Monocrystalline And Thin-Film Technologies |
title_short |
Optimal Placement And Sizing Of Photovoltaic Based Distributed Generation Considering Costs Of Operation Planning Of Monocrystalline And Thin-Film Technologies |
title_full |
Optimal Placement And Sizing Of Photovoltaic Based Distributed Generation Considering Costs Of Operation Planning Of Monocrystalline And Thin-Film Technologies |
title_fullStr |
Optimal Placement And Sizing Of Photovoltaic Based Distributed Generation Considering Costs Of Operation Planning Of Monocrystalline And Thin-Film Technologies |
title_full_unstemmed |
Optimal Placement And Sizing Of Photovoltaic Based Distributed Generation Considering Costs Of Operation Planning Of Monocrystalline And Thin-Film Technologies |
title_sort |
optimal placement and sizing of photovoltaic based distributed generation considering costs of operation planning of monocrystalline and thin-film technologies |
publisher |
American Society Of Mechanical Engineers (ASME) |
publishDate |
2019 |
url |
http://eprints.utem.edu.my/id/eprint/24017/2/SOL-18-1222_loo%20soon%20lii.pdf http://eprints.utem.edu.my/id/eprint/24017/ https://asmedigitalcollection.asme.org/solarenergyengineering/article/doi/10.1115/1.4041105/458012/Optimal-Placement-and-Sizing-of-Photovoltaic-Based https://doi.org/10.1115/1.4041105 |
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13.18916 |