Fuzzy fractional PID gain controller for antilock braking system using an electronic wedge brake mechanism

This paper focuses on the design of a fuzzy fractional Proportional- Integral-Derivative (PID) controller. The controller which is based on the conventional PID controller is modified to be P1-α I1-β D1-γ with the objective to make the controller more flexible and robust to the changes in input and...

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Main Authors: Ahmad, Fauzi, Mazlan, Saiful Amri, Hudha, Khisbullah, Jamaluddin, Hishammudin, Zamzuri, Hairi
Format: Article
Published: Inderscience Enterprises Ltd. 2018
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Online Access:http://eprints.utm.my/id/eprint/85310/
http://dx.doi.org/10.1504/IJVS.2018.094154
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Institution: Universiti Teknologi Malaysia
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spelling my.utm.853102020-03-17T08:17:39Z http://eprints.utm.my/id/eprint/85310/ Fuzzy fractional PID gain controller for antilock braking system using an electronic wedge brake mechanism Ahmad, Fauzi Mazlan, Saiful Amri Hudha, Khisbullah Jamaluddin, Hishammudin Zamzuri, Hairi TJ Mechanical engineering and machinery This paper focuses on the design of a fuzzy fractional Proportional- Integral-Derivative (PID) controller. The controller which is based on the conventional PID controller is modified to be P1-α I1-β D1-γ with the objective to make the controller more flexible and robust to the changes in input and the parameters. In this control structure, the fuzzy logic control acts as the tuner for the parameters α, β and γ, so that the overall controller parameter can be varied and converge better to the changes in a system. The designed fuzzy fractional PID controller is applied to a validated antilock braking system model using an electronic wedge brake system as the actuator. Numerous numerical simulations and comparisons with other fractional PID/conventional PID controllers show that the fuzzy fractional PID controller can not only ensure good control performance with respect to reference input but also improve the system robustness with respect to model uncertainties. Inderscience Enterprises Ltd. 2018 Article PeerReviewed Ahmad, Fauzi and Mazlan, Saiful Amri and Hudha, Khisbullah and Jamaluddin, Hishammudin and Zamzuri, Hairi (2018) Fuzzy fractional PID gain controller for antilock braking system using an electronic wedge brake mechanism. International Journal of Vehicle Safety, 10 (2). pp. 97-121. ISSN 1479-3105 http://dx.doi.org/10.1504/IJVS.2018.094154 DOI:10.1504/IJVS.2018.094154
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 TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Ahmad, Fauzi
Mazlan, Saiful Amri
Hudha, Khisbullah
Jamaluddin, Hishammudin
Zamzuri, Hairi
Fuzzy fractional PID gain controller for antilock braking system using an electronic wedge brake mechanism
description This paper focuses on the design of a fuzzy fractional Proportional- Integral-Derivative (PID) controller. The controller which is based on the conventional PID controller is modified to be P1-α I1-β D1-γ with the objective to make the controller more flexible and robust to the changes in input and the parameters. In this control structure, the fuzzy logic control acts as the tuner for the parameters α, β and γ, so that the overall controller parameter can be varied and converge better to the changes in a system. The designed fuzzy fractional PID controller is applied to a validated antilock braking system model using an electronic wedge brake system as the actuator. Numerous numerical simulations and comparisons with other fractional PID/conventional PID controllers show that the fuzzy fractional PID controller can not only ensure good control performance with respect to reference input but also improve the system robustness with respect to model uncertainties.
format Article
author Ahmad, Fauzi
Mazlan, Saiful Amri
Hudha, Khisbullah
Jamaluddin, Hishammudin
Zamzuri, Hairi
author_facet Ahmad, Fauzi
Mazlan, Saiful Amri
Hudha, Khisbullah
Jamaluddin, Hishammudin
Zamzuri, Hairi
author_sort Ahmad, Fauzi
title Fuzzy fractional PID gain controller for antilock braking system using an electronic wedge brake mechanism
title_short Fuzzy fractional PID gain controller for antilock braking system using an electronic wedge brake mechanism
title_full Fuzzy fractional PID gain controller for antilock braking system using an electronic wedge brake mechanism
title_fullStr Fuzzy fractional PID gain controller for antilock braking system using an electronic wedge brake mechanism
title_full_unstemmed Fuzzy fractional PID gain controller for antilock braking system using an electronic wedge brake mechanism
title_sort fuzzy fractional pid gain controller for antilock braking system using an electronic wedge brake mechanism
publisher Inderscience Enterprises Ltd.
publishDate 2018
url http://eprints.utm.my/id/eprint/85310/
http://dx.doi.org/10.1504/IJVS.2018.094154
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