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.

A neuro-fuzzy approach for the detection of partial discharge / E. Carminati, L. Cristaldi, M. Lazzaroni, A. Monti. - In: IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT. - ISSN 0018-9456. - 50:5(2001 Oct), pp. 1413-1417.

A neuro-fuzzy approach for the detection of partial discharge

M. Lazzaroni
Penultimo
;
2001

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.
Instrumentation; Measurements; Neuro-fuzzy; Partial discharge
Settore ING-INF/07 - Misure Elettriche e Elettroniche
ott-2001
Article (author)
File in questo prodotto:
File Dimensione Formato  
A Neuro-Fuzzy Approach for the Detection.pdf

accesso riservato

Tipologia: Publisher's version/PDF
Dimensione 52.04 kB
Formato Adobe PDF
52.04 kB Adobe PDF   Visualizza/Apri   Richiedi una copia
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/210670
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 26
  • ???jsp.display-item.citation.isi??? 19
social impact