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


  • 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.

published proceedings

  • IEEE Transactions on Industrial Electronics

author list (cited authors)

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

citation count

  • 83

complete list of authors

  • Wlas, Miroslaw||Krzeminski, Zbigniew||Toliyat, Hamid A

publication date

  • April 2008