An experimental demonstration of hybrid fuzzy-fuzzy space-vector control on AC variable speed drives

Magzoub, M. and Saad, N. and Ibrahim, R. and Irfan, M. (2019) An experimental demonstration of hybrid fuzzy-fuzzy space-vector control on AC variable speed drives. Neural Computing and Applications, 31. pp. 777-792. ISSN 09410643

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Abstract

This work presents the experimental demonstration of a hybrid fuzzy-fuzzy controller speed control of a squirrel-cage induction motor variable speed drive based on the space-vector pulse width modulation technique by means of digital signal processing. In particular, two features of field-oriented control were engaged to design a hybrid fuzzy-fuzzy controller, namely the current and frequency. In order to overcome the limitations of the field-oriented control technique, the principle of the hybrid fuzzy-fuzzy controller is introduced in the course of the acceleration�deceleration stages to regulate the speed of the rotor with the help of a fuzzy frequency controller. Conversely, a fuzzy stator current magnitude controller was involved during the steady-state. The results revealed that the control approach has the ability to deliver a practical control solution in the presence of diverse operating conditions. © 2017, The Natural Computing Applications Forum.

Item Type: Article
Additional Information: cited By 5
Uncontrolled Keywords: Controllers; Digital signal processing; Fuzzy control; Induction motors; Pulse width modulation; Squirrel cage motors; Vector control (Electric machinery); Vector spaces; Voltage control, Current sensors; DSP controller; Indirect field oriented control; Space vector pulse width modulation; Squirrel cage induction motor, Variable speed drives
Depositing User: Mr Ahmad Suhairi UTP
Date Deposited: 10 Nov 2023 03:26
Last Modified: 10 Nov 2023 03:26
URI: https://khub.utp.edu.my/scholars/id/eprint/11782

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