Ishaque, K. and Salam, Zainal and Taheri, H. and Shamsudin, Mohamad Amir (2011) Parameter extraction of photovoltaic cell using differential evolution method. In: 2011 IEEE Applied Power Electronics Colloquium (IAPEC). IEEE, New Jersey, 010-015. ISBN 978-145770008-8
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Official URL: http://dx.doi.org/10.1109/IAPEC.2011.5779867
Abstract
This paper proposes a new parameter extraction method of photovoltaic cell, based on the differential evolution (DE) technique. The proposed method requires very few control parameters and converges rapidly to a solution. Furthermore, it can fit the I-V curve very accurately irrespective of the values of the initial parameters guesses. The performance of DE is evaluated against the well known genetic algorithm (GA) using a synthetic and experimental I-V data set. It is found that the DE method fits the I-V curve better than GA, has a lower fitness function value and faster execution time.
| Item Type: | Book Section |
|---|---|
| Uncontrolled Keywords: | differential evolution, genetic algorithm, parameter extraction, photovoltaic energy |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Electrical Engineering |
| ID Code: | 29521 |
| Deposited By: | Liza Porijo |
| Deposited On: | 14 Mar 2013 08:48 |
| Last Modified: | 04 Feb 2017 07:41 |
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