Simulation Analysis and Experimental Evaluation of Improved Field-Oriented Controlled Induction Motors Incorporating Intelligent Controllers

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

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Abstract

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.

Item Type: Article
Additional Information: cited By 9
Uncontrolled Keywords: Controllers; Digital signal processing; Fuzzy control; Genetic algorithms; Pulse width modulation; Timing circuits; Variable speed drives; Vector control (Electric machinery); Vector spaces; Voltage control, Analysis evaluation; Auxiliary circuits; Experimental evaluation; Field oriented controlled; Field-oriented control; Fuzzy controllers; Hybrid fuzzy-fuzzy control; Inductions motors; Reliable auxiliary circuit; Simulation analysis, Induction motors
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 19 Dec 2023 03:24
Last Modified: 19 Dec 2023 03:24
URI: https://khub.utp.edu.my/scholars/id/eprint/17758

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