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Maximum power point tracking for PV system under partial shading condition via particle swarm optimization

Performance of Photovoltaic (PV) system is greatly dependent on the solar irradiation and operating temperature. Due to partial shading condition, the characteristics of a PV system considerably change and often exhibit several local maxima with one global maxima. Conventional Maximum Power Point Tr...

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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/29351/ http://dx.doi.org/10.1109/IAPEC.2011.5779866
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id	my.utm.29351
record_format	eprints
spelling	my.utm.293512017-02-04T07:40:55Z http://eprints.utm.my/id/eprint/29351/ Maximum power point tracking for PV system under partial shading condition via particle swarm optimization Ishaque, K. Salam, Zainal Taheri, H. Shamsudin, Mohamad Amir TK Electrical engineering. Electronics Nuclear engineering Performance of Photovoltaic (PV) system is greatly dependent on the solar irradiation and operating temperature. Due to partial shading condition, the characteristics of a PV system considerably change and often exhibit several local maxima with one global maxima. Conventional Maximum Power Point Tracking (MPPT) techniques can easily be trapped at local maxima under partial shading. This significantly reduced the energy yield of the PV systems. In order to solve this problem, this paper proposes a Maximum Power Point tracking algorithm based on particle swarm optimization (PSO) that is capable of tracking global MPP under partial shaded conditions. The performance of proposed algorithm is evaluated by means of simulation in MATLAB Simulink. The proposed algorithm is applied to a grid connected PV system, in which a Boost (step up) DC-DC converter satisfactorily tracks the global peak. IEEE 2011 Book Section PeerReviewed Ishaque, K. and Salam, Zainal and Taheri, H. and Shamsudin, Mohamad Amir (2011) Maximum power point tracking for PV system under partial shading condition via particle swarm optimization. In: 2011 IEEE Applied Power Electronics Colloquium (IAPEC). IEEE, USA, 005-009. ISBN 978-145770008-8 http://dx.doi.org/10.1109/IAPEC.2011.5779866 10.1109/IAPEC.2011.5779866
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 Maximum power point tracking for PV system under partial shading condition via particle swarm optimization
description	Performance of Photovoltaic (PV) system is greatly dependent on the solar irradiation and operating temperature. Due to partial shading condition, the characteristics of a PV system considerably change and often exhibit several local maxima with one global maxima. Conventional Maximum Power Point Tracking (MPPT) techniques can easily be trapped at local maxima under partial shading. This significantly reduced the energy yield of the PV systems. In order to solve this problem, this paper proposes a Maximum Power Point tracking algorithm based on particle swarm optimization (PSO) that is capable of tracking global MPP under partial shaded conditions. The performance of proposed algorithm is evaluated by means of simulation in MATLAB Simulink. The proposed algorithm is applied to a grid connected PV system, in which a Boost (step up) DC-DC converter satisfactorily tracks the global peak.
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	Maximum power point tracking for PV system under partial shading condition via particle swarm optimization
title_short	Maximum power point tracking for PV system under partial shading condition via particle swarm optimization
title_full	Maximum power point tracking for PV system under partial shading condition via particle swarm optimization
title_fullStr	Maximum power point tracking for PV system under partial shading condition via particle swarm optimization
title_full_unstemmed	Maximum power point tracking for PV system under partial shading condition via particle swarm optimization
title_sort	maximum power point tracking for pv system under partial shading condition via particle swarm optimization
publisher	IEEE
publishDate	2011
url	http://eprints.utm.my/id/eprint/29351/ http://dx.doi.org/10.1109/IAPEC.2011.5779866
_version_	1643648280689639424
score	13.211869

Maximum power point tracking for PV system under partial shading condition via particle swarm optimization

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