Artificial intelligence in OLTC fault diagnosis using dissolved gas-in-oil information

Proceedings of the IEEE Power Engineering Society Transmission and Distribution Conference

Volumn 4, Issue , 2000, Pages 2422-2427

  Wang, Zhenyuan ^a   Liu, Yilu ^a   Griffin, Paul J ^b  

^a State University   (United States)

^b DOBLE ENGINEERING COMPANY   (United States)

Author keywords

Artificial intelligence; Logistic regression; Neural network; On load tap changer (OLTC); Transformer fault

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; ELECTRIC FAULT CURRENTS; ELECTRIC LOADS; ELECTRIC VARIABLES MEASUREMENT; NEURAL NETWORKS; PREVENTIVE MAINTENANCE; REGRESSION ANALYSIS;

CONTACT RESISTANCE MEASUREMENT; INCIPIENT FAULTS; LOGISTIC ANALYSIS; LOGISTIC REGRESSION; ON LOAD TAP CHANGERS;

ELECTRIC TRANSFORMERS;

EID: 0037477836     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. R. Youngblood, "Application of DGA to Detection of Hot Spots in Load Tap-Changers", Minutes of the Sixtieth Annual International Conference of Doble Clients, 1993, Section 6-4
2. R. Youngblood, "An Update on Load Tap Changer Hot Spot Detection Through the Use of DGA", Minutes of the Sixty-first Annual International Conference of Doble Clients, 1994, Section 6-14
3. F. M. Deskins, S. P. Patel, T. R. Bode, "Use of Infrared Thermal Image Tests and Dissolved Gas-In-Oil Analysis to Detect Abnormal Conditions in Transformer Load Tap Changers", Minutes of Sixty-Second International Conference of Doble Clients, 1995, Section 8-16
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9. Zhenyuan Wang, Yuwen Zhang, Chun Li, Yilu Liu, "ANN-Based Transformer Fault Diagnosis", Proceedings of the 59th American Power Conference, Vol.59-I, Chicago, April 1997, pp.428-432
10. Zhenyuan Wang, Yilu Liu, P. J. Griffin, "A Combined ANN and Expert System Tool for Transformer Fault Diagnosis", IEEE Transactions on Power Delivery, Vol.13, No.4, Oct 1998, pp.1224-1229
11. Simon Haykin, Neural Networks: A Comprehensive Foundation, Prentice Hall, 2nd edition, 1999