A simple and fast PI-fuzzy controller for PWM DC/AC converters

In this paper, a simple and fast PI-fuzzy controller suitable for high switching PWM dc/ac converter regulation is proposed. Contrary to the conventional fuzzy controller which uses two variables as inputs, the proposed controller requires only one input variable. The single input structure reduces...

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Main Authors: Md. Ayob, Shahrin, Salam, Zainal, Ahmad Azli, Naziha
Format: Article
Published: 2010
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Online Access:http://eprints.utm.my/id/eprint/22825/
http://dx.doi.org/10.2316/Journal.201.2010.3.201-2113
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spelling my.utm.228252018-03-13T18:02:57Z http://eprints.utm.my/id/eprint/22825/ A simple and fast PI-fuzzy controller for PWM DC/AC converters Md. Ayob, Shahrin Salam, Zainal Ahmad Azli, Naziha TK Electrical engineering. Electronics Nuclear engineering In this paper, a simple and fast PI-fuzzy controller suitable for high switching PWM dc/ac converter regulation is proposed. Contrary to the conventional fuzzy controller which uses two variables as inputs, the proposed controller requires only one input variable. The single input structure reduces the numbers of inference rules from p2 to p, where p is the fuzzification level. Furthermore using this method, fuzzification/defuzzification processes can be avoided. The control surface of the proposed PI-fuzzy is approximated by a piecewise linear, allowing for a much simpler tuning procedure. To verify its viability, the algorithm of the proposed controller and its conventional counterpart are also implemented. Based on the experimental results, it is found that both yield near identical transient and steady-state performance. However, the proposed controller exhibits a much faster computation time. 2010 Article PeerReviewed Md. Ayob, Shahrin and Salam, Zainal and Ahmad Azli, Naziha (2010) A simple and fast PI-fuzzy controller for PWM DC/AC converters. Control and Intelligent Systems, 38 (3). 148 - 155. ISSN 14801752 http://dx.doi.org/10.2316/Journal.201.2010.3.201-2113
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
Md. Ayob, Shahrin
Salam, Zainal
Ahmad Azli, Naziha
A simple and fast PI-fuzzy controller for PWM DC/AC converters
description In this paper, a simple and fast PI-fuzzy controller suitable for high switching PWM dc/ac converter regulation is proposed. Contrary to the conventional fuzzy controller which uses two variables as inputs, the proposed controller requires only one input variable. The single input structure reduces the numbers of inference rules from p2 to p, where p is the fuzzification level. Furthermore using this method, fuzzification/defuzzification processes can be avoided. The control surface of the proposed PI-fuzzy is approximated by a piecewise linear, allowing for a much simpler tuning procedure. To verify its viability, the algorithm of the proposed controller and its conventional counterpart are also implemented. Based on the experimental results, it is found that both yield near identical transient and steady-state performance. However, the proposed controller exhibits a much faster computation time.
format Article
author Md. Ayob, Shahrin
Salam, Zainal
Ahmad Azli, Naziha
author_facet Md. Ayob, Shahrin
Salam, Zainal
Ahmad Azli, Naziha
author_sort Md. Ayob, Shahrin
title A simple and fast PI-fuzzy controller for PWM DC/AC converters
title_short A simple and fast PI-fuzzy controller for PWM DC/AC converters
title_full A simple and fast PI-fuzzy controller for PWM DC/AC converters
title_fullStr A simple and fast PI-fuzzy controller for PWM DC/AC converters
title_full_unstemmed A simple and fast PI-fuzzy controller for PWM DC/AC converters
title_sort simple and fast pi-fuzzy controller for pwm dc/ac converters
publishDate 2010
url http://eprints.utm.my/id/eprint/22825/
http://dx.doi.org/10.2316/Journal.201.2010.3.201-2113
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score 13.160551