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International Journal of

Recent Trends in Engineering

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International Journal of Recent Trends in Engineering (IJRTE)

ISSN 1797-9617

Volume 1, Number 3, May 2009

Issue on Electrical & Electronics

Page(s): 25-29

Robust Performance of Induction Motor Drives

Geetha Ramadas, T.Thyagarajan, Vedam Subrahmanyam

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Abstract

This paper is an attempt to explore the possibility of using Extended Kalman Filter trained recurrent neural network for speed estimation of an induction motor drive. Also, the speed estimation is made robust by simultaneously adapting the rotor resistance and the rotor flux by using the same neural network. The training is very fast as it requires only one iteration. The proposed scheme is studied on an induction motor and it is seen that it gives better performance as compared to already existing algorithms in literature.

Index Terms

Extended Kalman Filter, Recurrent Neural Network, Robust speed sensor less operation, Vector control

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