Transformer condition analyzing expert system using fuzzy neural system

Conference Record of IEEE International Symposium on Electrical Insulation

Volumn , Issue , 2010, Pages

  Németh, Bálint ^a   Laboncz, Szilvia ^b   Kiss, István ^a   Csépes, Gusztáv ^b  

^a BUDAPEST UNIVERSITY OF TECHNOLOGY AND ECONOMICS   (Hungary)

^b Ovit Zrt   (Hungary)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; DATA SAMPLE; DIAGNOSTIC SYSTEMS; DISSOLVED GAS ANALYSIS; DISSOLVED GAS IN OIL ANALYSIS; FAULT DIAGNOSIS; FUZZY DIAGNOSIS; FUZZY NEURAL SYSTEMS; FUZZY-NEURAL; INCIPIENT FAULTS; LIFE SPAN; NATIONAL STANDARD; OIL IMMERSED TRANSFORMERS; OPERATING CONDITION; POWER SYSTEMS; SYSTEM DEVELOPMENT; TAP CHANGERS; VOLTAGE LEVELS;

DISSOLUTION; EXPERT SYSTEMS; FAULT DETECTION; FUZZY NEURAL NETWORKS; FUZZY SETS; POWER TRANSFORMERS; TECHNICAL PRESENTATIONS;

FUZZY LOGIC;

EID: 77957355116     PISSN: 01642006     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ELINSL.2010.5549779     Document Type: Conference Paper

References (10)

1. Nynäs Naphthenics AB, "Transformer oil handbook", Sweden, 2004.
2. S. M. Islam, "A Novel Fuzzy Logic Approach to Transformer Fault Diagnosis." IEEE Transactions on Dielectrics and Electrical Insulation, April 2000., Vol. 7 No. 2.
3. Q. Su, L.L. Lai, P. Austin, "A Fuzzy Dissolved Gas Analysis Method for the Diagnosis of Multiple Incipient Faults in a Transformer." Proceedings of the 5th APSCOM, 2MU., Hong Kong, October 2000., pp. 344-348.
4. S.M. Islam et al., "A Novel Fuzzy Logic Approach to Transformer Fault Diagnosis." IEEE Transactions and Dielectrics and Electrical Insulation, April 2000. Vol. 7., No. 2., pp. 177-186.
5. J. Aragón-Patil* et al., "Improvement of Dissolved Gas Analysis (DGA) by means of Experimental Investigations of Generated Fault Gases and a Fuzzy Logic Based Interpretation Scheme." XV International Symposium on High Voltage Engineering the University of Ljubljana, Slovenia, August 27-31, 2007., T7-157.
6. Yang et al., "FLVQ Networks for Power Transformer Condition Assessment." IEEE Transactions on Dielectrics and Electrical Insulation, February 2001., Vol. 8 No. 1, pp. 143-149.
7. Kiss I., Pula L., Balog E., Kóczy L. T. and Berta I.: Fuzzy logic in industrial electrostatics, Journal of Electrostatics 40 & 41, pp. 561- 566, Elsevier, 1997.
8. Z. Wang et al., "Neural Net and Expert System Diagnose Transformer Faults" IEEE Transactions on Dielectrics and Electrical Insulation, January 2000.
9. J. L. Guardado, J. L. Naredo, P. Moreno, and C. R. Fuerte, "A Comparative Study of Neural Network Efficiency in Power Transformers Diagnosis using Dissolved Gas Analysis," IEEE Trans. Power Del., October 2001., Vol. 16, No. 4, pp. 643-647.
10. R. Aggrawal and Y. Song, "Artificial Neural Networks in Power Systems," Power Engineering Journal, June 1997.