Title :
Synchronous motor VSS control using recurrent high order neural networks
Author :
Campos, Joaquin ; Loukianov, Alexander G. ; Sanchez, Edgar N.
Author_Institution :
CINVESTAV, Mexico City, Mexico
Abstract :
A nonlinear complete order model of a synchronous motor is identified using a dynamic neural network. Based on this model a sliding mode controller is derived. This neural network identifier and the proposed control law allow to reject external load torque disturbances.
Keywords :
identification; machine control; recurrent neural nets; synchronous motors; variable structure systems; control law; dynamic neural network; identification; load torque disturbances; neural network identifier; nonlinear complete order model; recurrent high order neural networks; sliding mode controller; synchronous motor control; variable structure systems; Damping; Neural networks; Recurrent neural networks; Rotors; Shock absorbers; Sliding mode control; Stators; Synchronous motors; Torque; Variable structure systems;
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
Print_ISBN :
0-7803-7924-1
DOI :
10.1109/CDC.2003.1271757
