Improved PSO: A Comparative Study in MPPT Algorithm for PV System Control under Partial Shading Conditions
This paper deals with the implementation and analysis of a new maximum power point tracking (MPPT) control method, which is tested under variable climatic conditions. This new MPPT strategy has been created for photovoltaic systems based on Particle Swarm Optimization (PSO). The novel Improved Parti...
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| Format: | Article |
| Language: | English |
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MDPI AG
2020-04-01
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| Series: | Energies |
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| Online Access: | https://www.mdpi.com/1996-1073/13/8/2035 |
| _version_ | 1797570217239379968 |
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| author | Wafa Hayder Emanuele Ogliari Alberto Dolara Aycha Abid Mouna Ben Hamed Lasaad Sbita |
| author_facet | Wafa Hayder Emanuele Ogliari Alberto Dolara Aycha Abid Mouna Ben Hamed Lasaad Sbita |
| author_sort | Wafa Hayder |
| collection | DOAJ |
| description | This paper deals with the implementation and analysis of a new maximum power point tracking (MPPT) control method, which is tested under variable climatic conditions. This new MPPT strategy has been created for photovoltaic systems based on Particle Swarm Optimization (PSO). The novel Improved Particle Swarm Optimization (IPSO) algorithm is tested in several simulations which have been implemented in view of the various system responses such as: voltage, current, and power. The performances of the proposed IPSO algorithm have been completed and compared with results of well-established methods adopted in the literature showing a higher accuracy. |
| first_indexed | 2024-03-10T20:22:45Z |
| format | Article |
| id | doaj.art-e9f5c4bd0daa4e0aaab3d230698bfe03 |
| institution | Directory Open Access Journal |
| issn | 1996-1073 |
| language | English |
| last_indexed | 2024-03-10T20:22:45Z |
| publishDate | 2020-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Energies |
| spelling | doaj.art-e9f5c4bd0daa4e0aaab3d230698bfe032023-11-19T22:06:40ZengMDPI AGEnergies1996-10732020-04-01138203510.3390/en13082035Improved PSO: A Comparative Study in MPPT Algorithm for PV System Control under Partial Shading ConditionsWafa Hayder0Emanuele Ogliari1Alberto Dolara2Aycha Abid3Mouna Ben Hamed4Lasaad Sbita5Department of Electrical Engineering, National Engineering School of Gabes, 6029 Gabes, TunisiaDepartment of Energy, Politecnico di Milano, 20156 Milan, ItalyDepartment of Energy, Politecnico di Milano, 20156 Milan, ItalyDepartment of Electrical Engineering, National Engineering School of Gabes, 6029 Gabes, TunisiaDepartment of Electrical Engineering, National Engineering School of Gabes, 6029 Gabes, TunisiaDepartment of Electrical Engineering, National Engineering School of Gabes, 6029 Gabes, TunisiaThis paper deals with the implementation and analysis of a new maximum power point tracking (MPPT) control method, which is tested under variable climatic conditions. This new MPPT strategy has been created for photovoltaic systems based on Particle Swarm Optimization (PSO). The novel Improved Particle Swarm Optimization (IPSO) algorithm is tested in several simulations which have been implemented in view of the various system responses such as: voltage, current, and power. The performances of the proposed IPSO algorithm have been completed and compared with results of well-established methods adopted in the literature showing a higher accuracy.https://www.mdpi.com/1996-1073/13/8/2035maximum power point tracking (MPPT)particle swarm optimization algorithm (PSO)photovoltaic (PV) |
| spellingShingle | Wafa Hayder Emanuele Ogliari Alberto Dolara Aycha Abid Mouna Ben Hamed Lasaad Sbita Improved PSO: A Comparative Study in MPPT Algorithm for PV System Control under Partial Shading Conditions Energies maximum power point tracking (MPPT) particle swarm optimization algorithm (PSO) photovoltaic (PV) |
| title | Improved PSO: A Comparative Study in MPPT Algorithm for PV System Control under Partial Shading Conditions |
| title_full | Improved PSO: A Comparative Study in MPPT Algorithm for PV System Control under Partial Shading Conditions |
| title_fullStr | Improved PSO: A Comparative Study in MPPT Algorithm for PV System Control under Partial Shading Conditions |
| title_full_unstemmed | Improved PSO: A Comparative Study in MPPT Algorithm for PV System Control under Partial Shading Conditions |
| title_short | Improved PSO: A Comparative Study in MPPT Algorithm for PV System Control under Partial Shading Conditions |
| title_sort | improved pso a comparative study in mppt algorithm for pv system control under partial shading conditions |
| topic | maximum power point tracking (MPPT) particle swarm optimization algorithm (PSO) photovoltaic (PV) |
| url | https://www.mdpi.com/1996-1073/13/8/2035 |
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