Title :
The application of neural networks to induction machine control
Author :
Wishart, MT ; Harley, RG
Author_Institution :
Dept. of Electr. Eng., Natal Univ., Durban, South Africa
Abstract :
Neural networks (NNs) are discussed in connection with their possible use in induction machine drives. The mathematical model of the NN as well as a commonly used learning algorithm is presented. Possible applications of NNs to induction machine control are discussed. A simulation of an NN successfully identifying the nonlinear multivariable model of an induction-machine stator transfer function is presented. Previously published applications are discussed, and some possible future applications are proposed
Keywords :
induction motors; induction machine control; induction motors; learning algorithm; mathematical model; neural networks; nonlinear multivariable model; simulation; stator transfer function; Africa; Application software; Artificial neural networks; Biological neural networks; Computed tomography; Control systems; Drives; Induction machines; Neural networks; Roentgenium;
Conference_Titel :
AFRICON '92 Proceedings., 3rd AFRICON Conference
Conference_Location :
Ezulwini Valley
Print_ISBN :
0-7803-0835-2
DOI :
10.1109/AFRCON.1992.624481
