Abstract: As a try to use Artificial Neural Network(ANN) on Induction Motor. The method based on Hopfield Neural Network which was employed for system parameter identification and close loop AC drive system identification. The validity of the derived method is not influenced by control parameters and the original value of the neural network. Simulation results have proved the validity of this Neural Network based on AC drive system indentification scheme.