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Parameter extraction of photovoltaic cell using differential evolution method

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 valu...

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Main Authors:	Ishaque, K., Salam, Zainal, Taheri, H., Shamsudin, Mohamad Amir
Format:	Book Section
Published:	IEEE 2011
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/29521/ http://dx.doi.org/10.1109/IAPEC.2011.5779867
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id	my.utm.29521
record_format	eprints
spelling	my.utm.295212017-02-04T07:41:09Z http://eprints.utm.my/id/eprint/29521/ Parameter extraction of photovoltaic cell using differential evolution method Ishaque, K. Salam, Zainal Taheri, H. Shamsudin, Mohamad Amir TK Electrical engineering. Electronics Nuclear engineering 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. IEEE 2011 Book Section PeerReviewed 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 http://dx.doi.org/10.1109/IAPEC.2011.5779867 10.1109/IAPEC.2011.5779867
institution	Universiti Teknologi Malaysia
building	UTM Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Teknologi Malaysia
content_source	UTM Institutional Repository
url_provider	http://eprints.utm.my/
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Ishaque, K. Salam, Zainal Taheri, H. Shamsudin, Mohamad Amir Parameter extraction of photovoltaic cell using differential evolution method
description	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.
format	Book Section
author	Ishaque, K. Salam, Zainal Taheri, H. Shamsudin, Mohamad Amir
author_facet	Ishaque, K. Salam, Zainal Taheri, H. Shamsudin, Mohamad Amir
author_sort	Ishaque, K.
title	Parameter extraction of photovoltaic cell using differential evolution method
title_short	Parameter extraction of photovoltaic cell using differential evolution method
title_full	Parameter extraction of photovoltaic cell using differential evolution method
title_fullStr	Parameter extraction of photovoltaic cell using differential evolution method
title_full_unstemmed	Parameter extraction of photovoltaic cell using differential evolution method
title_sort	parameter extraction of photovoltaic cell using differential evolution method
publisher	IEEE
publishDate	2011
url	http://eprints.utm.my/id/eprint/29521/ http://dx.doi.org/10.1109/IAPEC.2011.5779867
_version_	1643648318849417216
score	13.211869

Parameter extraction of photovoltaic cell using differential evolution method

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