Solar Cell Parameters Extraction from a Current-Voltage Characteristic Using Genetic Algorithm
The determination of solar cell parameters is very important for the evaluation of the cell performance as well as to extract maximum possible output power from the cell. In this paper, we propose a computational based binary-coded genetic algorithm (GA) to extract the parameters (I0, Iph and n) for...
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| Format: | Article |
| Language: | English |
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Sumy State University
2013-05-01
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| Series: | Журнал нано- та електронної фізики |
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| Online Access: | http://jnep.sumdu.edu.ua/download/numbers/2013/2/articles/jnep_2013_V5_02008.pdf |
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| author | Sanjaykumar J. Patel Ashish K. Panchal Vipul Kheraj |
| author_facet | Sanjaykumar J. Patel Ashish K. Panchal Vipul Kheraj |
| author_sort | Sanjaykumar J. Patel |
| collection | DOAJ |
| description | The determination of solar cell parameters is very important for the evaluation of the cell performance as well as to extract maximum possible output power from the cell. In this paper, we propose a computational based binary-coded genetic algorithm (GA) to extract the parameters (I0, Iph and n) for a single diode model of solar cell from its current-voltage (I-V) characteristic. The algorithm was implemented using LabVIEW as a programming tool and validated by applying it to the I-V curve synthesized from the literature using reported values. The values of parameters obtained by GA are in good agreement with those of the reported values for silicon and plastic solar cells. change to “After the validation of the program, it was used to extract parameters for an experimental I-V characteristic of 4 × 4 cm2 polycrystalline silicon solar cell measured under 900 W/m. The I-V characteristic obtained using GA shows excellent match with the experimental one. |
| format | Article |
| id | doaj-art-a5aab69aa27c4b02aa3fa99f5ae61886 |
| institution | OA Journals |
| issn | 2077-6772 |
| language | English |
| publishDate | 2013-05-01 |
| publisher | Sumy State University |
| record_format | Article |
| series | Журнал нано- та електронної фізики |
| spelling | doaj-art-a5aab69aa27c4b02aa3fa99f5ae618862025-08-20T02:00:41ZengSumy State UniversityЖурнал нано- та електронної фізики2077-67722013-05-0152020081Solar Cell Parameters Extraction from a Current-Voltage Characteristic Using Genetic AlgorithmSanjaykumar J. PatelAshish K. PanchalVipul KherajThe determination of solar cell parameters is very important for the evaluation of the cell performance as well as to extract maximum possible output power from the cell. In this paper, we propose a computational based binary-coded genetic algorithm (GA) to extract the parameters (I0, Iph and n) for a single diode model of solar cell from its current-voltage (I-V) characteristic. The algorithm was implemented using LabVIEW as a programming tool and validated by applying it to the I-V curve synthesized from the literature using reported values. The values of parameters obtained by GA are in good agreement with those of the reported values for silicon and plastic solar cells. change to “After the validation of the program, it was used to extract parameters for an experimental I-V characteristic of 4 × 4 cm2 polycrystalline silicon solar cell measured under 900 W/m. The I-V characteristic obtained using GA shows excellent match with the experimental one.http://jnep.sumdu.edu.ua/download/numbers/2013/2/articles/jnep_2013_V5_02008.pdfSolar cellGenetic algorith |
| spellingShingle | Sanjaykumar J. Patel Ashish K. Panchal Vipul Kheraj Solar Cell Parameters Extraction from a Current-Voltage Characteristic Using Genetic Algorithm Журнал нано- та електронної фізики Solar cell Genetic algorith |
| title | Solar Cell Parameters Extraction from a Current-Voltage Characteristic Using Genetic Algorithm |
| title_full | Solar Cell Parameters Extraction from a Current-Voltage Characteristic Using Genetic Algorithm |
| title_fullStr | Solar Cell Parameters Extraction from a Current-Voltage Characteristic Using Genetic Algorithm |
| title_full_unstemmed | Solar Cell Parameters Extraction from a Current-Voltage Characteristic Using Genetic Algorithm |
| title_short | Solar Cell Parameters Extraction from a Current-Voltage Characteristic Using Genetic Algorithm |
| title_sort | solar cell parameters extraction from a current voltage characteristic using genetic algorithm |
| topic | Solar cell Genetic algorith |
| url | http://jnep.sumdu.edu.ua/download/numbers/2013/2/articles/jnep_2013_V5_02008.pdf |
| work_keys_str_mv | AT sanjaykumarjpatel solarcellparametersextractionfromacurrentvoltagecharacteristicusinggeneticalgorithm AT ashishkpanchal solarcellparametersextractionfromacurrentvoltagecharacteristicusinggeneticalgorithm AT vipulkheraj solarcellparametersextractionfromacurrentvoltagecharacteristicusinggeneticalgorithm |