DocumentCode
2676988
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
fYear
1992
fDate
22-24 Sep 1992
Firstpage
311
Lastpage
314
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;
fLanguage
English
Publisher
ieee
Conference_Titel
AFRICON '92 Proceedings., 3rd AFRICON Conference
Conference_Location
Ezulwini Valley
Print_ISBN
0-7803-0835-2
Type
conf
DOI
10.1109/AFRCON.1992.624481
Filename
624481
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