Neuro-fuzzy approach for the detection of partial discharge

Authors
Carminati, E Cristaldi, L Lazzaroni, M Monti, A
Citation
E. Carminati et al., Neuro-fuzzy approach for the detection of partial discharge, IEEE INSTR, 50(5), 2001, pp. 1413-1417
Citations number
9
Categorie Soggetti
Instrumentation & Measurement
Journal title
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
ISSN journal
00189456 → ACNP
Volume
50
Issue
5
Year of publication
2001
Pages
1413 - 1417
Database
ISI
SICI code
0018-9456(200110)50:5<1413:NAFTDO>2.0.ZU;2-L
Abstract
Dielectric surfaces exposed to partial discharges (PD) undergo aging, which is reflected by changes in the discharge pulse form. An approach is descri bed in which fuzzy logic and neural networks are used in conjunction with t he wavelet transform to identify the parameters in the PD pulse form for th e purpose of classifying the aging phenomena due to partial discharge degra dation.