Hybrid fuzzy-fuzzy controller for PWM-driven induction motor drive

This paper represents a method for the designing and developing of a hybrid fuzzy-fuzzy control (HFFC) scheme to gain control over the speed of an induction motor (IM). The fuzzy frequency control and fuzzy current amplitude control are studied in a closed-loop current amplitude input model for an i...

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Main Authors: Magzoub, M.A., Saad, N.B., Ibrahim, R.B., Maharun, M., Zulkifli, S.A.
Format: Conference or Workshop Item
Institution: Universiti Teknologi Petronas
Record Id / ISBN-0: utp-eprints.31316 /
Published: Institute of Electrical and Electronics Engineers Inc. 2014
Online Access: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946691374&doi=10.1109%2fPECON.2014.7062453&partnerID=40&md5=569530df334c6d25c7bc9a196a9d2452
http://eprints.utp.edu.my/31316/
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spelling utp-eprints.313162022-03-25T09:05:56Z Hybrid fuzzy-fuzzy controller for PWM-driven induction motor drive Magzoub, M.A. Saad, N.B. Ibrahim, R.B. Maharun, M. Zulkifli, S.A. This paper represents a method for the designing and developing of a hybrid fuzzy-fuzzy control (HFFC) scheme to gain control over the speed of an induction motor (IM). The fuzzy frequency control and fuzzy current amplitude control are studied in a closed-loop current amplitude input model for an induction motor. A combination of both controllers forms the hybrid controller. The principle of HFFC is to control the rotor speed during acceleration-deceleration stage using fuzzy frequency controller and during steady-state stage using fuzzy stator current magnitude controller to overcome the drawback of field oriented control (FOC) method. The two features (frequency and current) of FOC are employed to design a scalar controller. The software, MATLAB/Simulink is used for the simulation to determine the performance of the controller. A series of tests has been conducted to study the performance of the controller and the results shown that the controller is more reliable and insensitivity to the parameters of the motor changes as compared to the classical indirect field-oriented control (IFOC). © 2014 IEEE. Institute of Electrical and Electronics Engineers Inc. 2014 Conference or Workshop Item NonPeerReviewed https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946691374&doi=10.1109%2fPECON.2014.7062453&partnerID=40&md5=569530df334c6d25c7bc9a196a9d2452 Magzoub, M.A. and Saad, N.B. and Ibrahim, R.B. and Maharun, M. and Zulkifli, S.A. (2014) Hybrid fuzzy-fuzzy controller for PWM-driven induction motor drive. In: UNSPECIFIED. http://eprints.utp.edu.my/31316/
institution Universiti Teknologi Petronas
collection UTP Institutional Repository
description This paper represents a method for the designing and developing of a hybrid fuzzy-fuzzy control (HFFC) scheme to gain control over the speed of an induction motor (IM). The fuzzy frequency control and fuzzy current amplitude control are studied in a closed-loop current amplitude input model for an induction motor. A combination of both controllers forms the hybrid controller. The principle of HFFC is to control the rotor speed during acceleration-deceleration stage using fuzzy frequency controller and during steady-state stage using fuzzy stator current magnitude controller to overcome the drawback of field oriented control (FOC) method. The two features (frequency and current) of FOC are employed to design a scalar controller. The software, MATLAB/Simulink is used for the simulation to determine the performance of the controller. A series of tests has been conducted to study the performance of the controller and the results shown that the controller is more reliable and insensitivity to the parameters of the motor changes as compared to the classical indirect field-oriented control (IFOC). © 2014 IEEE.
format Conference or Workshop Item
author Magzoub, M.A.
Saad, N.B.
Ibrahim, R.B.
Maharun, M.
Zulkifli, S.A.
spellingShingle Magzoub, M.A.
Saad, N.B.
Ibrahim, R.B.
Maharun, M.
Zulkifli, S.A.
Hybrid fuzzy-fuzzy controller for PWM-driven induction motor drive
author_sort Magzoub, M.A.
title Hybrid fuzzy-fuzzy controller for PWM-driven induction motor drive
title_short Hybrid fuzzy-fuzzy controller for PWM-driven induction motor drive
title_full Hybrid fuzzy-fuzzy controller for PWM-driven induction motor drive
title_fullStr Hybrid fuzzy-fuzzy controller for PWM-driven induction motor drive
title_full_unstemmed Hybrid fuzzy-fuzzy controller for PWM-driven induction motor drive
title_sort hybrid fuzzy-fuzzy controller for pwm-driven induction motor drive
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2014
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-84946691374&doi=10.1109%2fPECON.2014.7062453&partnerID=40&md5=569530df334c6d25c7bc9a196a9d2452
http://eprints.utp.edu.my/31316/
_version_ 1741197553705156608
score 11.62408

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