Fuzzy logic applied to PD pattern classification

Citation
Mma. Salama et R. Bartnikas, Fuzzy logic applied to PD pattern classification, IEEE DIELEC, 7(1), 2000, pp. 118-123
Citations number
22
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION
ISSN journal
10709878 → ACNP
Volume
7
Issue
1
Year of publication
2000
Pages
118 - 123
Database
ISI
SICI code
1070-9878(200002)7:1<118:FLATPP>2.0.ZU;2-9
Abstract
A procedure is described for the application of fuzzy logic systems to the classification of partial discharge pulse patterns in terms of cavity or vo id size. The features employed in the pattern recognition task are those re lated to the form or shape of the partial discharge pulses and their associ ated apparent charge transfer Preliminary results, obtained with the fuzzy logic system on simple partial discharge sources, indicate a performance ap proaching that attainable with artificial neural networks.