Cluster Classification of Partial Discharges in Oil-impregnated Paper Insulation

被引：6

作者：

Suresh, S. D. R. ^{[1
]}

Usa, S. ^{[1
]}

机构：

[1] Anna Univ, CEG, Div High Voltage Engn, Chennai 600025, Tamil Nadu, India

来源：

ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING | 2010年 / 10卷 / 01期

关键词：

PDs; multiple PD sources; oil-impregnated paper insulation; PD classification; cluster analysis;

D O I：

10.4316/AECE.2010.01016

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Recognition of multiple partial discharge (PD) sources in high voltage equipment has been a challenging task until now. The work reported here, aims to recognize multiple PD sources in oil-impregnated paper using Cluster Analysis (CA) and Fuzzy Logic (FL). The typical sources of PD in transformer are identified and the corresponding single source PD defect laboratory models are fabricated. From the measured PD signals, the necessary statistical parameters are extracted by applying CA for classification. A Fuzzy based algorithm has been developed to recognize single source PDs. The developed algorithm has also been applied to recognize multiple PD sources.

引用

页码：90 / 93

页数：4

共 15 条

[1] Partial discharge pattern classification using the fuzzy decision tree approach [J].

Abdel-Galil, TK ;

Sharkawy, RM ;

Salama, MMA ;

Bartnikas, R .

IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2005, 54 (06) :2258-2263

[2]

[Anonymous], 2014, C4. 5: programs for machine learning

[3]

[Anonymous], 2001, 60270 IEC

[4]

BABNIK T, 2008, IEEE T POWER DELIVER

[5]

CAVALLINI A, 2006, IEEE PES TRANSM DIST

[6]

HALL LO, 1996, P 5 IEEE INT C FUZZ, V3, P1757

[7]

Jiang L, 2000, PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON PROPERTIES AND APPLICATIONS OF DIELECTRIC MATERIALS, VOLS 1 & 2, P129, DOI 10.1109/ICPADM.2000.875646

[8]

Kreuger F.H., 1989, Partial Discharge Detection In High Voltage Equipment

[9] CLASSIFICATION OF PARTIAL DISCHARGES [J].

KREUGER, FH ;

GULSKI, E ;

KRIVDA, A .

IEEE TRANSACTIONS ON ELECTRICAL INSULATION, 1993, 28 (06) :917-931

[10]

KRIVDA A, 1999, C PUBLICATION O IEE, V467

← 1 2 →