Use of wavelet and neural network (BPFN) for transformer fault diagnosis

Annual Report - Conference on Electrical Insulation and Dielectric Phenomena, CEIDP

Volumn , Issue , 2006, Pages 93-96

  Babu, Ch Prasanth ^a   Kalavathi, M Surya ^a   Singh, B P ^b  

^a JNTUH COLLEGE OF ENGINEERING   (India)

^b BHARAT HEAVY ELECTRICALS LIMITED   (India)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER NETWORKS; ELECTRIC FAULT LOCATION; IMAGE CLASSIFICATION; SIGNAL PROCESSING; WINDING;

DIELECTRIC PHENOMENON; ELECTRICAL INSULATION; TRANSFORMER FAULT DIAGNOSIS;

NEURAL NETWORKS;

EID: 50549087142     PISSN: 00849162     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEIDP.2006.312069     Document Type: Conference Paper

References (17)

1. Power Transformer - Insulation Levels and Dielectric Tests, IEC Publication 76-3, 1980.
2. Guide to the Lightning and Switching Impulse Testing of Power Transformers and Reactors, IEC Standard, Publication 722, 1982.
3. R. Malewski and B. Poutin, "Impulse Testing of Power Transformers Using the Transfer Function Method", IEEE Trans. Power Delivery, Vol. 3, pp. 476-490, 1988.
4. P. Purkait and S. Chakravorti, "An Expert System for Fault Diagnosis in Transformers During Impulse Tests",Proc. 2000 IEEE PES Winter Meeting, paper No. 15-0-03.
5. C. E. Lin, J. M. Ling, and C. L. Huang, "An Expert System for Transformer Fault Diagnosis Using Dissolved Gas Analysis", IEEE Trans. Power Delivery, Vol. 8, pp. 231-238, 1993.
6. Z. Wang, Y. Liu, and P. J. Griffin, "A Combined ANN and Expert System Tool for Transformer Fault Diagnosis", IEEE Trans. Power Delivery, Vol. 13, pp. 1224-1229, 1998.
7. S. Mallat and W. L. Hwang, "Singularity Detection and Processing with Wavelets", IEEE Trans. Information Theory, Vol. 38, pp. 617-643, 1992.
8. M. Lenz, K. Feser, and G. B. Gharehpetian, "Detection and Localization of Short Circuits in Transformer Windings Based on Wavelet Analysis", Proc. 12th International Symposium on High Voltage Engineering, Vol. 4, paper No. 6-20, pp. 876-879, 2001.
9. B. P. Singh; A. Bhoomaiah, and R. K. Tiwari, "Interturn Fault Detection in Power Transformer Using Wavelet Technique", Proc. 12th International Symposium on High Voltage Engineering, Vol. 4, paper No. 6-24, pp. 896-899, 2001.
10. L. Satish, "Short Time Fourier and Wavelet Transform for Fault Detection in Power Transformer During Impulse Tests", IEEE Proc., Vol. 145, pp. 77-84, 1998.
11. P. Kang and D. Birtwhistle, "Condition Assessment of Power Transformer on-Load Tap Changers Using Wavelet Analysis", IEEE Trans. Power Delivery, Vol. 16, pp. 394-400, 2001.
12. A.W. Galli, G.T. Heydt, P.P. Ribeiro, " Exploring the power of wavelet analysis", IEEE Computer Applications in Power, October 1996, pp. 37-41.
13. B. B. Hubbard, "The world accord to wavelets", A K Peters, Wellesley, Massachusetts, 1996.
14. Charles K.Chui, "An introduction to wavelets", Academic Press, Inc., 1992.
15. Simon Haykin, " Neural networks- a comprehensive foundation", College Publishing Company, 1994.
16. "Neural Networks TOOLBOX User's Guide", the Math Work Inc.,1996.
17. M. Suryakalavathi et al" Modeling of transformer internal short circuit faults using neural network technique" CEIDP 2005.