DocumentCode
1546879
Title
A neuro-fuzzy approach for the detection of partial discharge
Author
Carminati, Edoardo ; Cristaldi, Loredana ; Lazzaroni, Massimo ; Monti, Antonello
Author_Institution
Dipt. di Elettrotecnica, Politecnico di Milano, Italy
Volume
50
Issue
5
fYear
2001
fDate
10/1/2001 12:00:00 AM
Firstpage
1413
Lastpage
1417
Abstract
Dielectric surfaces exposed to partial discharges (PD) undergo aging, which is reflected by changes in the discharge pulse form. An approach is described in which fuzzy logic and neural networks are used in conjunction with the wavelet transform to identify the parameters in the PD pulse form for the purpose of classifying the aging phenomena due to partial discharge degradation
Keywords
ageing; fuzzy neural nets; inference mechanisms; partial discharge measurement; surface discharges; wavelet transforms; PD; aging; dielectric surfaces; discharge pulse form; electrical stress; inference rule set; membership functions; neuro-fuzzy approach; partial discharge detection; wavelet transform; Aging; Dielectrics; Fuzzy logic; Partial discharges; Pulse shaping methods; Space vector pulse width modulation; Sparks; Surface discharges; Thermal stresses; Wavelet transforms;
fLanguage
English
Journal_Title
Instrumentation and Measurement, IEEE Transactions on
Publisher
ieee
ISSN
0018-9456
Type
jour
DOI
10.1109/19.963218
Filename
963218
Link To Document