FPGA implementation of a single-input fuzzy logic controller for boost converter with the absence of an external analog-to-digital converter

In this paper, the single-input fuzzy logic controller (FLC) (SIFLC) for boost converter output-voltage regulation is proposed. The SIFLC utilizes the signed distance method that reduces the multidimensional rule table to 1-D with only one input variable, i.e., distance d. The simplification allows...

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Main Authors: Taeed, Fazel, Salam, Zainal, M. Ayob, Shahrin
Format: Article
Published: 2012
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Online Access:http://eprints.utm.my/id/eprint/47004/
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spelling my.utm.470042017-09-28T04:22:32Z http://eprints.utm.my/id/eprint/47004/ FPGA implementation of a single-input fuzzy logic controller for boost converter with the absence of an external analog-to-digital converter Taeed, Fazel Salam, Zainal M. Ayob, Shahrin TK Electrical engineering. Electronics Nuclear engineering In this paper, the single-input fuzzy logic controller (FLC) (SIFLC) for boost converter output-voltage regulation is proposed. The SIFLC utilizes the signed distance method that reduces the multidimensional rule table to 1-D with only one input variable, i.e., distance d. The simplification allows for the control surface to be approximated by a piecewise linear. It is shown that, despite the simplicity of SIFLC, its control performance is almost equivalent to that of the conventional FLC. As a proof of concept, the SIFLC is implemented using the Altera EP2C35F672C6N field-programmable gate array (FPGA) and applied on a 50-W boost converter. The SIFLC is compared to the proportional–integral controller; the simulation and practical results indicate that SIFLC exhibits excellent performance for step load and input reference changes. Another feature of this work is the absence of an external analog-to-digital converter (ADC). Instead, a simple analog-to-digital conversion scheme is implemented using the FPGA itself. Due to the simplicity of the SIFLC algorithm and the absence of an external ADC, the overall implementation requires only 408 logic elements and five input–output pins of the FPGA. Index Terms—Boost converter, 2012 Article PeerReviewed Taeed, Fazel and Salam, Zainal and M. Ayob, Shahrin (2012) FPGA implementation of a single-input fuzzy logic controller for boost converter with the absence of an external analog-to-digital converter. IEEE Transactions On Industrial Electronics, 59 (2). pp. 1208-1217. ISSN 0278-0046
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
Taeed, Fazel
Salam, Zainal
M. Ayob, Shahrin
FPGA implementation of a single-input fuzzy logic controller for boost converter with the absence of an external analog-to-digital converter
description In this paper, the single-input fuzzy logic controller (FLC) (SIFLC) for boost converter output-voltage regulation is proposed. The SIFLC utilizes the signed distance method that reduces the multidimensional rule table to 1-D with only one input variable, i.e., distance d. The simplification allows for the control surface to be approximated by a piecewise linear. It is shown that, despite the simplicity of SIFLC, its control performance is almost equivalent to that of the conventional FLC. As a proof of concept, the SIFLC is implemented using the Altera EP2C35F672C6N field-programmable gate array (FPGA) and applied on a 50-W boost converter. The SIFLC is compared to the proportional–integral controller; the simulation and practical results indicate that SIFLC exhibits excellent performance for step load and input reference changes. Another feature of this work is the absence of an external analog-to-digital converter (ADC). Instead, a simple analog-to-digital conversion scheme is implemented using the FPGA itself. Due to the simplicity of the SIFLC algorithm and the absence of an external ADC, the overall implementation requires only 408 logic elements and five input–output pins of the FPGA. Index Terms—Boost converter,
format Article
author Taeed, Fazel
Salam, Zainal
M. Ayob, Shahrin
author_facet Taeed, Fazel
Salam, Zainal
M. Ayob, Shahrin
author_sort Taeed, Fazel
title FPGA implementation of a single-input fuzzy logic controller for boost converter with the absence of an external analog-to-digital converter
title_short FPGA implementation of a single-input fuzzy logic controller for boost converter with the absence of an external analog-to-digital converter
title_full FPGA implementation of a single-input fuzzy logic controller for boost converter with the absence of an external analog-to-digital converter
title_fullStr FPGA implementation of a single-input fuzzy logic controller for boost converter with the absence of an external analog-to-digital converter
title_full_unstemmed FPGA implementation of a single-input fuzzy logic controller for boost converter with the absence of an external analog-to-digital converter
title_sort fpga implementation of a single-input fuzzy logic controller for boost converter with the absence of an external analog-to-digital converter
publishDate 2012
url http://eprints.utm.my/id/eprint/47004/
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score 13.160551