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Performance Evaluation of Membership Functions on Fuzzy Logic Controlled AC Voltage Controller for Speed Control of Induction Motor Drive

by J. Gayathri Monicka, Dr. N.O.Guna Sekhar, K. Ramash Kumar
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 13 - Number 5
Year of Publication: 2011
Authors: J. Gayathri Monicka, Dr. N.O.Guna Sekhar, K. Ramash Kumar
10.5120/1778-2451

J. Gayathri Monicka, Dr. N.O.Guna Sekhar, K. Ramash Kumar . Performance Evaluation of Membership Functions on Fuzzy Logic Controlled AC Voltage Controller for Speed Control of Induction Motor Drive. International Journal of Computer Applications. 13, 5 ( January 2011), 8-12. DOI=10.5120/1778-2451

@article{ 10.5120/1778-2451,
author = { J. Gayathri Monicka, Dr. N.O.Guna Sekhar, K. Ramash Kumar },
title = { Performance Evaluation of Membership Functions on Fuzzy Logic Controlled AC Voltage Controller for Speed Control of Induction Motor Drive },
journal = { International Journal of Computer Applications },
issue_date = { January 2011 },
volume = { 13 },
number = { 5 },
month = { January },
year = { 2011 },
issn = { 0975-8887 },
pages = { 8-12 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume13/number5/1778-2451/ },
doi = { 10.5120/1778-2451 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:01:55.020075+05:30
%A J. Gayathri Monicka
%A Dr. N.O.Guna Sekhar
%A K. Ramash Kumar
%T Performance Evaluation of Membership Functions on Fuzzy Logic Controlled AC Voltage Controller for Speed Control of Induction Motor Drive
%J International Journal of Computer Applications
%@ 0975-8887
%V 13
%N 5
%P 8-12
%D 2011
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The objective of this paper is to investigate the effect of membership functions in the fuzzy control (FC) of an ac voltage controller for speed control of induction motor drive. A Sugeno type FC for closed loop control of induction motor drive fed by ac voltage controller is designed and considered for evaluation. The controller is used to change the firing angle of the ac volage controller and thereby, the voltage fed to stator of induction motor to regulate the speed. Sugeno type FC is selected for evaluation, as it is easy to implement in simulation. The membership functions selected for evaluation are triangular, trapezoidal, Gaussian and bell shaped functions. The different membership function evaluation is done considering seven linguistic sets for error and change in error. The simulation model of different membership functions in the fuzzy control (FC) of an ac voltage controller for speed control of induction motor drive is implemented in Matlab/simulink The results of the simulated performances are compared. The triangular membership function shows better performance compared to other membership functions.

References
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Index Terms

Computer Science
Information Sciences

Keywords

AC voltage controller Induction motor drive Fuzzy control (FC)

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