表紙画像

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...

詳細記述

保存先:
書誌詳細
主要な著者: Ishaque, K., Salam, Zainal, Taheri, H., Shamsudin, Mohamad Amir
フォーマット: Book Section
出版事項: IEEE 2011
主題:
TK Electrical engineering. Electronics Nuclear engineering
オンライン･アクセス:http://eprints.utm.my/id/eprint/29521/
http://dx.doi.org/10.1109/IAPEC.2011.5779867
タグ: タグ追加
タグなし, このレコードへの初めてのタグを付けませんか!
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 13.251813

類似資料