relation: https://khub.utp.edu.my/scholars/17758/
title: Simulation Analysis and Experimental Evaluation of Improved Field-Oriented Controlled Induction Motors Incorporating Intelligent Controllers
creator: Mehedi, I.M.
creator: Saad, N.
creator: Magzoub, M.A.
creator: Al-Saggaf, U.M.
creator: Milyani, A.H.
description: This work discusses the simulation and experimental demonstration of a genetic algorithm hybrid fuzzy-fuzzy controller (GA-HFFC) system to achieve speed control of a variable-speed induction motor (IM) drive based on a space vector pulse width modulation (SVPWM) technique by means of an eZdspF28335 digital signal processing (DSP) experiment board. Two features of field-oriented control (FOC) were used to design the GA-HFFC, namely, the current and frequency. To overcome the limitations of the FOC technique, the principles of the GA-HFFC were introduced through the acceleration-deceleration stages to regulate the speed of the rotor with the help of a fuzzy frequency controller, while a fuzzy stator current amplitude controller was involved during the steady-state stage. The results revealed that the proposed control approach could deliver a practical control solution in the presence of diverse operating conditions. © 2013 IEEE.
publisher: Institute of Electrical and Electronics Engineers Inc.
date: 2022
type: Article
type: PeerReviewed
identifier:   Mehedi, I.M. and Saad, N. and Magzoub, M.A. and Al-Saggaf, U.M. and Milyani, A.H.  (2022) Simulation Analysis and Experimental Evaluation of Improved Field-Oriented Controlled Induction Motors Incorporating Intelligent Controllers.  IEEE Access, 10.  pp. 18380-18394.  ISSN 21693536     
relation: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124729326&doi=10.1109%2fACCESS.2022.3150360&partnerID=40&md5=248b5eaecb88bdcca0c505a0b28204eb
relation: 10.1109/ACCESS.2022.3150360
identifier: 10.1109/ACCESS.2022.3150360