DocumentCode
105121
Title
Design and Experimental Implementation of DTC of an Induction Machine Based on Fuzzy Logic Control on FPGA
Author
Gdaim, Soufien ; Mtibaa, Abdellatif ; Mimouni, Mohamed Faouzi
Author_Institution
Lab. of Electron. & Microelectron., Univ. of Monastir, Monastir, Tunisia
Volume
23
Issue
3
fYear
2015
fDate
Jun-15
Firstpage
644
Lastpage
655
Abstract
In this paper, a design method of direct torque control (DTC) of an induction machine, which is based on fuzzy logic control (FLC), is proposed. The FLC which is introduced to improve the DTC uses a reduced number of fuzzy inference rules that facilitates the reduction of the FLC computation time. The improvement is performed by reducing the torque and stator flux ripples in the induction machine drive. Then, a hardware description that is based on the VHDL hardware description language of the proposed design is presented and discussed. The techniques of the parallel architecture, direct computation, and modular architecture are adopted for the design of the controller. Simulation and experimental results of the DTFC are compared with those of the conventional DTC. The comparison results illustrate the reduction in the torque and stator flux ripples of the DTFC. The validity of the proposed method is confirmed by the simulation and experimental results.
Keywords
field programmable gate arrays; fuzzy control; hardware description languages; induction motor drives; machine control; torque control; DTC; FLC; FPGA; VHDL hardware description language; direct torque control; fuzzy inference rules; fuzzy logic control; induction machine drive; stator flux ripples; torque flux ripples; Fuzzy logic; Hardware; Induction machines; Stators; Torque; Torque control; Vectors; Direct torque control (DTC); field programmable gate array (FPGA); fuzzy logic control (FLC); induction machine (IM); modular architecture;
fLanguage
English
Journal_Title
Fuzzy Systems, IEEE Transactions on
Publisher
ieee
ISSN
1063-6706
Type
jour
DOI
10.1109/TFUZZ.2014.2321612
Filename
6810007
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