NN models of hysteretic non-linear electromagnetic devices under voltage or current supply

Authors
Cincotti, S Marchesi, M Serri, A
Citation
S. Cincotti et al., NN models of hysteretic non-linear electromagnetic devices under voltage or current supply, IEEE MAGNET, 35(3), 1999, pp. 1235-1238
Citations number
13
Categorie Soggetti
Apllied Physucs/Condensed Matter/Materiales Science
Journal title
IEEE TRANSACTIONS ON MAGNETICS
ISSN journal
00189464 → ACNP
Volume
35
Issue
3
Year of publication
1999
Part
1
Pages
1235 - 1238
Database
ISI
SICI code
0018-9464(199905)35:3<1235:NMOHNE>2.0.ZU;2-I
Abstract
A numerically efficient model of non-linear electromagnetic devices under d ifferent supply modes is presented. The model is based on feed-forward neur al networks (NNs) properly inputted for voltage and current supply. NN mode l allows a close prediction of typical hysteretic behavior of these devices . Comparisons with other models (e.g. Chua-Stromsmoe and Jiles-Atherton) an d experimental data are also reported.