Communications - Scientific Letters of the University of Zilina 2013, 15(3):68-72 | DOI: 10.26552/com.C.2013.3.68-72

An Adaptive Neurocontroller for Induction Motors

Peter Girovsky1, Jaroslava Zilkova1, Jaroslav Timko1, Jan Girovsky2
1 Department of Electrical Drives and Mechatronics, Technical University of Kosice, Slovakia
2 Laboratory for Micro and Nanotechnology, Paul Scherrer Institut, Villigen, Switzerland

The paper is focused on presenting possibilities of applying artificial neural networks (ANN) at creating a speed controller of an induction motor drive. The presented method of control takes advantage of approximating properties of multi-layer feedforward networks. The availability of the proposed neurocontroller is verified through the Matlab simulation. The effectiveness of the controller is demonstrated for different operating conditions and motor parameter changes of the drive system.

Keywords: neural network, control, induction motor

Published: August 31, 2013  Show citation

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Girovsky, P., Zilkova, J., Timko, J., & Girovsky, J. (2013). An Adaptive Neurocontroller for Induction Motors. Communications - Scientific Letters of the University of Zilina, 15(3), 68-72. doi: 10.26552/com.C.2013.3.68-72
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