An expert system for transformer fault diagnosis using dissolved gas analysis

IEEE Transactions on Power Delivery

Volumn 8, Issue 1, 1993, Pages 231-238

  Lin, C E ^a   Ling, J M ^a   Huang, C L ^a  

^a NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

Dissolved Gas Analysis; Expert System; Fuzzy Set; Transformer Diagnosis

Indexed keywords

COMPUTER APPLICATIONS; ELECTRIC FAULT LOCATION; ELECTRIC NETWORK ANALYSIS; EQUIPMENT TESTING; EXPERT SYSTEMS; FUZZY SETS; MAINTENANCE; MATHEMATICAL MODELS; OIL FILLED TRANSFORMERS;

DISSOLVED GAS ANALYSIS; KNOWLEDGE ENGINEERING SYSTEM (KES); TAIWAN POWER COMPANY (TPC); TRANSFORMER FAULT DIAGNOSIS;

ELECTRIC TRANSFORMERS;

EID: 0027242471     PISSN: 08858977     EISSN: 19374208     Source Type: Journal    
DOI: 10.1109/61.180341     Document Type: Article

References (17)

1. P. S. Pugh, H. H. Wagner, “Detection of incipient faults in transformer by gas analysis”, AIEE Transactions, Vol. 80, pp. 189–195, June 1961.
2. J. J. Kelly, “Transformer Fault Diagnosis by Dissolved-Gas Analysis”, IEEE Trans. on Industry Applications, Vol. IA-16, No. 6, pp. 777–782, November/December 1980.
3. E. Dornerburg, W. Strittmatter, “Monitoring oil cooling transformers by gas analysis”. Brown Boveri Review, 61, pp. 238–247, May 1974.
4. R. R. Rogers, “IEEE and IEC codes to interpret incipient faults in transformers, using gas in oil analysis”, IEEE Trans. El, Vol El-13, No. 5, pp. 349–354, October 1978.
5. Paul J. Griffin, “Criteria for the interpretation of data for dissolved gases in oil from transformer”, Electric Insulating Oil, STP 998, ASTM, pp. 89–106, 1988.
6. B. Falou, “Detection of and research for the characteristics of an incipient fault from analysis of dissolved gas in the oil of an insulation”, SC-15, CIGRE, Electra, No. 42, pp. 31–52, 1975.
7. “The maintenance of oil-immersed machine with dissolved oil analysis”, The corporation of electrical engineering committee, Japan, Vol. 36, No. 1, July, 1980.
8. ANSI/IEEE C57.104-1978, “Guide for the detection and determination of generated gases in oil-immersed transformer and their relation to the serviceability of the equipment”.
9. “The research of fault diagnosis technique for power transformer”, Annual report of Taiwan Power Company, 1984, 1985.
10. H. E. Dijk, N. V. Kema, “Exformer, An expert system for transformer faults diagnosis”, 9th Power Systems Computation Conference, pp. 715–721, 1987.
11. Z. Z. Zhang, G. S. Hope, O. P. Malik, “Expert system in electric power systems - a bibliographical survey”, IEEE Trans. PWRS, Vol. PWRS-4, No. 4, pp. 1355–1362, October 1989.
12. C. V. Negoita, Expert system and fuzzy systems, Menlo Park, Calif. Benjamin/Cummings. Pub., 1985.
13. L. A. Zadeh, “Fuzzy sets”, Information and control, 8, pp. 338–353, 1965.
14. L. A. Zadeh, “The Role of Fuzzy Logic in the Management of Uncertainty in Expert System”, Fuzzy sets and Systems, pp. 199–227, November 1983.
15. Knowledge base author’s manual, Software A&E Software Architecture & Engineering, Inc. Virginia, U.S.A., 1988.
16. B. G. Buchanan, E. H. Shortliffe, eds., Rule-Based Expert Systems; The MYCIN Experiments of the Stanford Heuristic Programming Project, Addison-Wesley Publishing Company, 1984.
17. T. V. Oommen, “Adjustments to Gas-in-Oil Analysis Data Due to Gas Distribution Possibilities in Power Transformer”, IEEE Trans. on Power Apparatus and Systems, Vol. PAS-101, No. 6, pp. 1716–22, June 1982.