Volume & Issue no: Volume 4, Issue 6, November - December 2015
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Title: |
Simulation Study on Direct Torque Control of Induction Motor using Neural Network |
Author Name: |
Siraj Ahmed T, Dr.S Sao, Dr. Anjaneyulu K S R |
Abstract: |
Abstract
DC motors were used in adjustable speed drives system in
most of the industrial applications, due to the various
disadvantages of DC motor drives system, AC motor drives
has been replaced from last four decades, after the existence
and availability of fast acting semiconductor devices. The
methods used to control the torque using induction motor
were found to be not as better as that of DC motor; However
lot of research work is in progress to develop good response of
torque in AC motor drives. In this paper the high performance
implementation of induction motor control called as direct
torque control (DTC) using neural network has been used to
reduce torque ripple. Simulation work is carried using
MATLAB/SIMULINK software based on PI controller and
compared with the results obtained with neural network
control.
Keywords: DTC, training of NN, torque ripple reduction,
NN based DTC scheme, PI control technique for
comparison. |
Cite this article: |
Siraj Ahmed T, Dr.S Sao, Dr. Anjaneyulu K S R , "
Simulation Study on Direct Torque Control of Induction Motor using Neural Network" , International Journal of Emerging Trends & Technology in Computer Science (IJETTCS) ,
Volume 4, Issue 6, November - December 2015 , pp.
197-201 , ISSN 2278-6856.
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