Brushless DC motor speed control using single input fuzzy PI controller

Brushless DC (BLDC) motor is more reliable than classic DC motor with higher efficiency. Commonly used conventional linear controller such as PI, PID and PD controller. FLC is considered a replacement to conventional controller due to advantages on non-linear system. Hybrid controller e.g Fuzzy PI c...

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Main Authors: Baharudin, N. N., Ayob, S. M.
Format: Article
Published: Institute of Advanced Engineering and Science 2018
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Online Access:http://eprints.utm.my/id/eprint/85294/
http://dx.doi.org/10.11591/ijpeds.v9.i4.pp1952-1966
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spelling my.utm.852942020-03-17T08:04:46Z http://eprints.utm.my/id/eprint/85294/ Brushless DC motor speed control using single input fuzzy PI controller Baharudin, N. N. Ayob, S. M. TK Electrical engineering. Electronics Nuclear engineering Brushless DC (BLDC) motor is more reliable than classic DC motor with higher efficiency. Commonly used conventional linear controller such as PI, PID and PD controller. FLC is considered a replacement to conventional controller due to advantages on non-linear system. Hybrid controller e.g Fuzzy PI controller is developed to cope with drawback of both controller. Simplification of FLC in previous study is the pioneer of the idea of proposed method. Single-Input Fuzzy PI Controller (SIFPIC) is a hybrid controller that combines advantages of linear PI controller and fuzzy controller in one control structure. Since it is a single input based fuzzy controller, it yields simpler design and tuning process. Simulation is done using MATLAB/Simulink and the performance is observed through speed response under several conditions namely constant speed, changing seed and changing load torque. The performance of SIFPIC is compared with conventional PI and fuzzy PI controller. SIFPIC is as expected produced a response similar with the conventional fuzzy PI controller with both fuzzy based controller produce response with better dynamic. Institute of Advanced Engineering and Science 2018-12 Article PeerReviewed Baharudin, N. N. and Ayob, S. M. (2018) Brushless DC motor speed control using single input fuzzy PI controller. International Journal of Power Electronics and Drive Systems, 9 (4). pp. 1952-1966. ISSN 2088-8694 http://dx.doi.org/10.11591/ijpeds.v9.i4.pp1952-1966 DOI:10.11591/ijpeds.v9.i4.pp1952-1966
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
Baharudin, N. N.
Ayob, S. M.
Brushless DC motor speed control using single input fuzzy PI controller
description Brushless DC (BLDC) motor is more reliable than classic DC motor with higher efficiency. Commonly used conventional linear controller such as PI, PID and PD controller. FLC is considered a replacement to conventional controller due to advantages on non-linear system. Hybrid controller e.g Fuzzy PI controller is developed to cope with drawback of both controller. Simplification of FLC in previous study is the pioneer of the idea of proposed method. Single-Input Fuzzy PI Controller (SIFPIC) is a hybrid controller that combines advantages of linear PI controller and fuzzy controller in one control structure. Since it is a single input based fuzzy controller, it yields simpler design and tuning process. Simulation is done using MATLAB/Simulink and the performance is observed through speed response under several conditions namely constant speed, changing seed and changing load torque. The performance of SIFPIC is compared with conventional PI and fuzzy PI controller. SIFPIC is as expected produced a response similar with the conventional fuzzy PI controller with both fuzzy based controller produce response with better dynamic.
format Article
author Baharudin, N. N.
Ayob, S. M.
author_facet Baharudin, N. N.
Ayob, S. M.
author_sort Baharudin, N. N.
title Brushless DC motor speed control using single input fuzzy PI controller
title_short Brushless DC motor speed control using single input fuzzy PI controller
title_full Brushless DC motor speed control using single input fuzzy PI controller
title_fullStr Brushless DC motor speed control using single input fuzzy PI controller
title_full_unstemmed Brushless DC motor speed control using single input fuzzy PI controller
title_sort brushless dc motor speed control using single input fuzzy pi controller
publisher Institute of Advanced Engineering and Science
publishDate 2018
url http://eprints.utm.my/id/eprint/85294/
http://dx.doi.org/10.11591/ijpeds.v9.i4.pp1952-1966
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score 13.160551