Title :
Partial discharge pattern classification using fuzzy expert system
Author :
Gopal, S. ; Karthikeyan, B. ; Kavitha, D.
Author_Institution :
W.S Test Syst. Ltd., Bangalore, India
Abstract :
Soundness of electrical insulation plays a vital role in the operation of any high voltage apparatus. The incidence of minor flaws and irregularities such as voids, surface imperfections etc., is inevitable and leads to partial discharges, which are characterized by an electrical breakdown at the localized regions of the electrical insulation. The use of computer aided measurement and processing techniques serve as an aid for recognition of partial discharge patterns. The present trend of using fuzzy logic towards classification of partial discharge patterns for the diagnosis of high voltage insulation system is hence conspicuous and intelligible. In this paper, classification of the PD patterns using fuzzy logic is discussed and explained in detail.
Keywords :
expert systems; fuzzy logic; fuzzy systems; insulation; partial discharges; pattern classification; computer aided measurement; computer aided processing methods; electrical breakdown; fuzzy expert system; fuzzy logic; high voltage apparatus; high voltage insulation system diagnosis; localized electrical insulation regions; minor flaws; partial discharge pattern classification; soundness; surface imperfections; voids; Dielectrics and electrical insulation; Electric breakdown; Fuzzy logic; Hybrid intelligent systems; Partial discharge measurement; Partial discharges; Pattern classification; Pattern recognition; Surface discharges; Voltage;
Conference_Titel :
Solid Dielectrics, 2004. ICSD 2004. Proceedings of the 2004 IEEE International Conference on
Print_ISBN :
0-7803-8348-6
DOI :
10.1109/ICSD.2004.1350515