Chaos Induced Coyote Algorithm (CICA) for Extracting the Parameters in a Single, Double, and Three Diode Model of a Mono-Crystalline, Polycrystalline, and a Thin-Film Solar PV Cell
The design of a solar PV system and its performance evaluation is an important aspect before going for a mass-scale installation and integration with the grid. The parameter evaluation of a solar PV model helps in accurate modeling and consequently efficient designing of the system. The parameters a...
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MDPI AG
2021-08-01
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| author | Shoeb Ahmad Khan Shafiq Ahmad Adil Sarwar Mohd Tariq Javed Ahmad Mohammed Asim Ahmed T. Soliman Md. Alamgir Hossain |
| author_facet | Shoeb Ahmad Khan Shafiq Ahmad Adil Sarwar Mohd Tariq Javed Ahmad Mohammed Asim Ahmed T. Soliman Md. Alamgir Hossain |
| author_sort | Shoeb Ahmad Khan |
| collection | DOAJ |
| description | The design of a solar PV system and its performance evaluation is an important aspect before going for a mass-scale installation and integration with the grid. The parameter evaluation of a solar PV model helps in accurate modeling and consequently efficient designing of the system. The parameters appear in the mathematical equations of the solar PV cell. A Chaos Induced Coyote Algorithm (CICA) to obtain the parameters in a single, double, and three diode model of a mono-crystalline, polycrystalline, and a thin-film solar PV cell has been proposed in this work. The Chaos Induced Coyote Algorithm for extracting the parameters incorporates the advantages of the conventional Coyote Algorithm by employing only two control parameters, making it easier to include the unique strategy that balances the exploration and exploitation in the search space. A comparison of the Chaos Induced Coyote Algorithm with some recently proposed solar photovoltaic cell parameter extraction algorithms has been presented. Analysis shows superior curve fitting and lesser Root Mean Square Error with the Chaos Induced Coyote Algorithm compared to other algorithms in a practical solar photovoltaic cell. |
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| issn | 2079-9292 |
| language | English |
| last_indexed | 2024-03-10T08:13:27Z |
| publishDate | 2021-08-01 |
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| series | Electronics |
| spelling | doaj.art-348b791888204c42b8b06d55916685d22023-11-22T10:29:51ZengMDPI AGElectronics2079-92922021-08-011017209410.3390/electronics10172094Chaos Induced Coyote Algorithm (CICA) for Extracting the Parameters in a Single, Double, and Three Diode Model of a Mono-Crystalline, Polycrystalline, and a Thin-Film Solar PV CellShoeb Ahmad Khan0Shafiq Ahmad1Adil Sarwar2Mohd Tariq3Javed Ahmad4Mohammed Asim5Ahmed T. Soliman6Md. Alamgir Hossain7Department of Electrical Engineering, ZHCET, Aligarh Muslim University, Aligarh 202002, IndiaIndustrial Engineering Department, College of Engineering, King Saud University, Riyadh 11421, Saudi ArabiaDepartment of Electrical Engineering, ZHCET, Aligarh Muslim University, Aligarh 202002, IndiaDepartment of Electrical Engineering, ZHCET, Aligarh Muslim University, Aligarh 202002, IndiaDepartment of Electrical Engineering, National Taiwan University of Science and Technology, No. 43, Keelung Rd., Sec. 4, Da’an Dist., Taipei City 10607, TaiwanDepartment of Electrical Engineering, Integral University, Lucknow 226026, IndiaIndustrial Engineering Department, College of Engineering, King Saud University, Riyadh 11421, Saudi ArabiaQueensland Micro- and Nanotechnology Centre, Griffith University, Nathan 4111, AustraliaThe design of a solar PV system and its performance evaluation is an important aspect before going for a mass-scale installation and integration with the grid. The parameter evaluation of a solar PV model helps in accurate modeling and consequently efficient designing of the system. The parameters appear in the mathematical equations of the solar PV cell. A Chaos Induced Coyote Algorithm (CICA) to obtain the parameters in a single, double, and three diode model of a mono-crystalline, polycrystalline, and a thin-film solar PV cell has been proposed in this work. The Chaos Induced Coyote Algorithm for extracting the parameters incorporates the advantages of the conventional Coyote Algorithm by employing only two control parameters, making it easier to include the unique strategy that balances the exploration and exploitation in the search space. A comparison of the Chaos Induced Coyote Algorithm with some recently proposed solar photovoltaic cell parameter extraction algorithms has been presented. Analysis shows superior curve fitting and lesser Root Mean Square Error with the Chaos Induced Coyote Algorithm compared to other algorithms in a practical solar photovoltaic cell.https://www.mdpi.com/2079-9292/10/17/2094sustainable energy systemchaos induced coyote algorithm (CICA)meta-heuristic algorithmparameter extractionsolar photovoltaic (PV) |
| spellingShingle | Shoeb Ahmad Khan Shafiq Ahmad Adil Sarwar Mohd Tariq Javed Ahmad Mohammed Asim Ahmed T. Soliman Md. Alamgir Hossain Chaos Induced Coyote Algorithm (CICA) for Extracting the Parameters in a Single, Double, and Three Diode Model of a Mono-Crystalline, Polycrystalline, and a Thin-Film Solar PV Cell Electronics sustainable energy system chaos induced coyote algorithm (CICA) meta-heuristic algorithm parameter extraction solar photovoltaic (PV) |
| title | Chaos Induced Coyote Algorithm (CICA) for Extracting the Parameters in a Single, Double, and Three Diode Model of a Mono-Crystalline, Polycrystalline, and a Thin-Film Solar PV Cell |
| title_full | Chaos Induced Coyote Algorithm (CICA) for Extracting the Parameters in a Single, Double, and Three Diode Model of a Mono-Crystalline, Polycrystalline, and a Thin-Film Solar PV Cell |
| title_fullStr | Chaos Induced Coyote Algorithm (CICA) for Extracting the Parameters in a Single, Double, and Three Diode Model of a Mono-Crystalline, Polycrystalline, and a Thin-Film Solar PV Cell |
| title_full_unstemmed | Chaos Induced Coyote Algorithm (CICA) for Extracting the Parameters in a Single, Double, and Three Diode Model of a Mono-Crystalline, Polycrystalline, and a Thin-Film Solar PV Cell |
| title_short | Chaos Induced Coyote Algorithm (CICA) for Extracting the Parameters in a Single, Double, and Three Diode Model of a Mono-Crystalline, Polycrystalline, and a Thin-Film Solar PV Cell |
| title_sort | chaos induced coyote algorithm cica for extracting the parameters in a single double and three diode model of a mono crystalline polycrystalline and a thin film solar pv cell |
| topic | sustainable energy system chaos induced coyote algorithm (CICA) meta-heuristic algorithm parameter extraction solar photovoltaic (PV) |
| url | https://www.mdpi.com/2079-9292/10/17/2094 |
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