DocumentCode
1314708
Title
Neural network identification of a nonlinear circuit model of hysteresis
Author
Cincotti, S. ; Daneri, I.
Author_Institution
Dipartimento d´´Ingegneria, Elettrica ed Elettronica, Cagliari Univ., Italy
Volume
33
Issue
13
fYear
1997
fDate
6/19/1997 12:00:00 AM
Firstpage
1154
Lastpage
1156
Abstract
A nonlinear circuit model of hysteretic phenomena is presented. The model provides a close prediction of static hysteresis and exhibits realistic dynamic features. The parameters of the circuit model can be identified by proper neural network training. Basic features and results are discussed
Keywords
feedforward neural nets; hysteresis; identification; nonlinear network analysis; dynamic features; hysteretic phenomena; neural network identification; neural network training; nonlinear circuit model; static hysteresis;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19970748
Filename
600999
Link To Document