Arithmetic optimization approach for parameters identification of different PV diode models with FOPI-MPPT
The Maximum Power Point Tracker (MPPT) provides the most efficient use of a Photo-voltaic system independent of irradiance or temperature fluctuations. This paper introduces the modeling and control of a photo-voltaic system operating at MPPT using the arithmetic optimization algorithm (AOA). The si...
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| Format: | Article |
| Language: | English |
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Elsevier
2022-05-01
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| Series: | Ain Shams Engineering Journal |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2090447921003774 |
| _version_ | 1818474724689182720 |
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| author | Mahmoud F. Mahmoud Ahmed T. Mohamed R.A. Swief Lobna A. Said Ahmed G. Radwan |
| author_facet | Mahmoud F. Mahmoud Ahmed T. Mohamed R.A. Swief Lobna A. Said Ahmed G. Radwan |
| author_sort | Mahmoud F. Mahmoud |
| collection | DOAJ |
| description | The Maximum Power Point Tracker (MPPT) provides the most efficient use of a Photo-voltaic system independent of irradiance or temperature fluctuations. This paper introduces the modeling and control of a photo-voltaic system operating at MPPT using the arithmetic optimization algorithm (AOA). The single and double Photo-voltaic models are investigated. Their optimal unknown parameters are extracted using AOA based on commercial Photo-voltaic datasheets. A comparison is performed between these optimal parameters extracted by AOA and other optimization techniques presented in the literature. These parameters generate the P - V and I - V curves for the studied models considering the temperature factor. A good match is achieved relative to the manufacturer data. A DC-DC boost converter is used as a link between the PV modules and the load. The converter duty cycle is adjusted, varying the climatic conditions using three cases: without a controller, using PI controller, and using the fractional-order PI controller (FOPI). The AOA is employed to set the optimum controllers parameters to maintain the impedance matching between the PV modules and the load. The FOPI shows a significant improvement in controlling the system performance. |
| first_indexed | 2024-04-14T04:40:57Z |
| format | Article |
| id | doaj.art-811bc054546040e890774c4a83aa064f |
| institution | Directory Open Access Journal |
| issn | 2090-4479 |
| language | English |
| last_indexed | 2024-04-14T04:40:57Z |
| publishDate | 2022-05-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Ain Shams Engineering Journal |
| spelling | doaj.art-811bc054546040e890774c4a83aa064f2022-12-22T02:11:41ZengElsevierAin Shams Engineering Journal2090-44792022-05-01133101612Arithmetic optimization approach for parameters identification of different PV diode models with FOPI-MPPTMahmoud F. Mahmoud0Ahmed T. Mohamed1R.A. Swief2Lobna A. Said3Ahmed G. Radwan4Nanoelectronics Integrated Systems Center (NISC), Nile University, Giza, Egypt; Corresponding author.Nanoelectronics Integrated Systems Center (NISC), Nile University, Giza, EgyptFaculty of Engineering, Ain Shams University, Cairo, EgyptNanoelectronics Integrated Systems Center (NISC), Nile University, Giza, EgyptEngineering Mathematics and Physics Dept., Faculty of Engineering, Cairo University, Giza 12613, Egypt; School of Engineering and Applied Sciences, Nile University, EgyptThe Maximum Power Point Tracker (MPPT) provides the most efficient use of a Photo-voltaic system independent of irradiance or temperature fluctuations. This paper introduces the modeling and control of a photo-voltaic system operating at MPPT using the arithmetic optimization algorithm (AOA). The single and double Photo-voltaic models are investigated. Their optimal unknown parameters are extracted using AOA based on commercial Photo-voltaic datasheets. A comparison is performed between these optimal parameters extracted by AOA and other optimization techniques presented in the literature. These parameters generate the P - V and I - V curves for the studied models considering the temperature factor. A good match is achieved relative to the manufacturer data. A DC-DC boost converter is used as a link between the PV modules and the load. The converter duty cycle is adjusted, varying the climatic conditions using three cases: without a controller, using PI controller, and using the fractional-order PI controller (FOPI). The AOA is employed to set the optimum controllers parameters to maintain the impedance matching between the PV modules and the load. The FOPI shows a significant improvement in controlling the system performance.http://www.sciencedirect.com/science/article/pii/S2090447921003774Photo-voltaicBoost converterOptimization algorithmsAOAMPPT algorithmsFractional order circuits |
| spellingShingle | Mahmoud F. Mahmoud Ahmed T. Mohamed R.A. Swief Lobna A. Said Ahmed G. Radwan Arithmetic optimization approach for parameters identification of different PV diode models with FOPI-MPPT Ain Shams Engineering Journal Photo-voltaic Boost converter Optimization algorithms AOA MPPT algorithms Fractional order circuits |
| title | Arithmetic optimization approach for parameters identification of different PV diode models with FOPI-MPPT |
| title_full | Arithmetic optimization approach for parameters identification of different PV diode models with FOPI-MPPT |
| title_fullStr | Arithmetic optimization approach for parameters identification of different PV diode models with FOPI-MPPT |
| title_full_unstemmed | Arithmetic optimization approach for parameters identification of different PV diode models with FOPI-MPPT |
| title_short | Arithmetic optimization approach for parameters identification of different PV diode models with FOPI-MPPT |
| title_sort | arithmetic optimization approach for parameters identification of different pv diode models with fopi mppt |
| topic | Photo-voltaic Boost converter Optimization algorithms AOA MPPT algorithms Fractional order circuits |
| url | http://www.sciencedirect.com/science/article/pii/S2090447921003774 |
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