Title :
Neural network control schemes for induction motor drive systems
Author :
El-Halim, Ahmed F Abd ; Youse, Hasan A. ; El-Genaidy, Medhat M.
Abstract :
This paper presents three control schemes for induction motor drive. The first scheme is the model reference neural network controller for field oriented induction motor model. The second scheme uses a simplified induction motor model along with the model reference neural network controller and after that the same controller is applied for the field oriented induction motor model to show the validity of the simplified model. The third scheme relies on input-output feedback linearization neural network control. Simulation results for the three control schemes are given to show the effectiveness of the proposed controllers.
Keywords :
induction motor drives; linearisation techniques; neurocontrollers; state feedback; AC drives; feedback linearization; induction motor drive systems; model reference neural network controller; neural network control; neural network identification; simplified induction motor model; Artificial neural networks; Control systems; Induction motor drives; Induction motors; Neural networks; Neurofeedback; Neurons; Sensorless control; Thermal resistance; Thermal variables control; AC drives; Feedback liberalization; Neural Network Control; Neural Network Identification;
Conference_Titel :
Circuits and Systems, 2003 IEEE 46th Midwest Symposium on
Print_ISBN :
0-7803-8294-3
DOI :
10.1109/MWSCAS.2003.1562476
