USING PARTICLE SWARM OPTIMIZATION TO FIND OPTIMAL SIZING OF PV-BS AND DIESEL GENERATOR
This paper explores the sizing optimization of stand -alone hybrid energy system (HES) in southern Iraq (Thi Qar province) for supply stand-alone households by the electricity. HES consist of three components (solar cell (PV), diesel generator (DG) and battery storage (BS)). Particle swarm optimiza...
| Main Authors: | , , |
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| Format: | Article |
| Language: | Arabic |
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Mustansiriyah University/College of Engineering
2021-05-01
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| Series: | Journal of Engineering and Sustainable Development |
| Subjects: | |
| Online Access: | https://jeasd.uomustansiriyah.edu.iq/index.php/jeasd/article/view/57 |
| _version_ | 1797683242672848896 |
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| author | Abbas Q. Mohammed Kassim A. Al-Anbarri Rafid M. Hannun |
| author_facet | Abbas Q. Mohammed Kassim A. Al-Anbarri Rafid M. Hannun |
| author_sort | Abbas Q. Mohammed |
| collection | DOAJ |
| description |
This paper explores the sizing optimization of stand -alone hybrid energy system (HES) in southern Iraq (Thi Qar province) for supply stand-alone households by the electricity. HES consist of three components (solar cell (PV), diesel generator (DG) and battery storage (BS)). Particle swarm optimization (PSO) used in this study for find optimal sizing of the HES to minimizing multi-objective, first objective is to minimizing the total system cost (TSC) that lead to minimizing cost of energy (COE). Second objective is to minimizing total emission CO2 (TECO2). The constraint of the optimization is the reliability (100 %) mean continuous provide the load demand by the electricity. The results of the optimization show the ability the algorithm to minimizing the multi-objective with continuous supply the load by the electricity through life cycle of the project (25) years.
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| first_indexed | 2024-03-12T00:12:40Z |
| format | Article |
| id | doaj.art-02ed3d8e0d2e40a9af641c9f9e88ea4f |
| institution | Directory Open Access Journal |
| issn | 2520-0917 2520-0925 |
| language | Arabic |
| last_indexed | 2024-03-12T00:12:40Z |
| publishDate | 2021-05-01 |
| publisher | Mustansiriyah University/College of Engineering |
| record_format | Article |
| series | Journal of Engineering and Sustainable Development |
| spelling | doaj.art-02ed3d8e0d2e40a9af641c9f9e88ea4f2023-09-15T22:01:03ZaraMustansiriyah University/College of EngineeringJournal of Engineering and Sustainable Development2520-09172520-09252021-05-01253USING PARTICLE SWARM OPTIMIZATION TO FIND OPTIMAL SIZING OF PV-BS AND DIESEL GENERATORAbbas Q. Mohammed0Kassim A. Al-Anbarri1Rafid M. Hannun2Electrical Engineering Department, Mustansiriyah University, Baghdad, IraqElectrical Engineering Department, Mustansiriyah University, Baghdad, IraqMechanical Engineering Department, College of Engineering, University of Thi-Qar, Nassriyah, Thi-Qar, Iraq This paper explores the sizing optimization of stand -alone hybrid energy system (HES) in southern Iraq (Thi Qar province) for supply stand-alone households by the electricity. HES consist of three components (solar cell (PV), diesel generator (DG) and battery storage (BS)). Particle swarm optimization (PSO) used in this study for find optimal sizing of the HES to minimizing multi-objective, first objective is to minimizing the total system cost (TSC) that lead to minimizing cost of energy (COE). Second objective is to minimizing total emission CO2 (TECO2). The constraint of the optimization is the reliability (100 %) mean continuous provide the load demand by the electricity. The results of the optimization show the ability the algorithm to minimizing the multi-objective with continuous supply the load by the electricity through life cycle of the project (25) years. https://jeasd.uomustansiriyah.edu.iq/index.php/jeasd/article/view/57Renewable EnergySolar EnergyParticle Swarm OptimizationArtificial Intelligence Technique |
| spellingShingle | Abbas Q. Mohammed Kassim A. Al-Anbarri Rafid M. Hannun USING PARTICLE SWARM OPTIMIZATION TO FIND OPTIMAL SIZING OF PV-BS AND DIESEL GENERATOR Journal of Engineering and Sustainable Development Renewable Energy Solar Energy Particle Swarm Optimization Artificial Intelligence Technique |
| title | USING PARTICLE SWARM OPTIMIZATION TO FIND OPTIMAL SIZING OF PV-BS AND DIESEL GENERATOR |
| title_full | USING PARTICLE SWARM OPTIMIZATION TO FIND OPTIMAL SIZING OF PV-BS AND DIESEL GENERATOR |
| title_fullStr | USING PARTICLE SWARM OPTIMIZATION TO FIND OPTIMAL SIZING OF PV-BS AND DIESEL GENERATOR |
| title_full_unstemmed | USING PARTICLE SWARM OPTIMIZATION TO FIND OPTIMAL SIZING OF PV-BS AND DIESEL GENERATOR |
| title_short | USING PARTICLE SWARM OPTIMIZATION TO FIND OPTIMAL SIZING OF PV-BS AND DIESEL GENERATOR |
| title_sort | using particle swarm optimization to find optimal sizing of pv bs and diesel generator |
| topic | Renewable Energy Solar Energy Particle Swarm Optimization Artificial Intelligence Technique |
| url | https://jeasd.uomustansiriyah.edu.iq/index.php/jeasd/article/view/57 |
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