Neural-Network-Based Parameter Estimations of Induction Motors Academic Article uri icon

abstract

  • The goal of this paper is to use artificial neural networks (ANNs) for online identification of induction-motor parameters. ANNs such as feedforward and recurrent networks will be used to develop an ANN as a memory for remembering the estimated parameters and for computing the parameters during transients. Simulations and experimental results will be presented for a nonlinear control system of induction motors. A digital signal processor will be used for the experimental investigation. © 2008 IEEE.

author list (cited authors)

  • Wlas, M., Krzeminski, Z., & Toliyat, H. A.

citation count

  • 75

publication date

  • April 2008