An Adaptive Neurocontroller for Induction Motors
An Adaptive Neurocontroller for Induction Motors
Author(s): Peter Girovsky, Jaroslava Zilkova, Jaroslav Timko, Jan GirovskySubject(s): Energy and Environmental Studies, ICT Information and Communications Technologies
Published by: Žilinská univerzita v Žilině
Keywords: neural network; control; induction motor;
Summary/Abstract: 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 feed-forward networks. The availability of the proposed neuro-controller 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.
Journal: Komunikácie - vedecké listy Žilinskej univerzity v Žiline
- Issue Year: 15/2013
- Issue No: 3
- Page Range: 68-72
- Page Count: 5
- Language: English