On-line detection and measurement of partial discharge signals in a noisy environment

IEEE Transactions on Dielectrics and Electrical Insulation

Volumn 15, Issue 4, 2008, Pages 1162-1173

  Gaouda, A M ^a   El Hag, Ayman ^b   Abdel Galil, T K ^c   Salama, M M A ^d   Bartnikas, R ^d  

^a UNITED ARAB EMIRATES UNIVERSITY   (United Arab Emirates)

^b AMERICAN UNIVERSITY OF SHARJAH   (United Arab Emirates)

^c KING FAHD UNIVERSITY OF PETROLEUM AND MINERALS   (Saudi Arabia)

^d UNIVERSITY OF WATERLOO   (Canada)

Author keywords

Detection; Kaiser's window; Noise; Partial discharge; Wavelet analysis

Indexed keywords

DISCHARGE (FLUID MECHANICS); LAWS AND LEGISLATION; PARTIAL DISCHARGES; PROCESS ENGINEERING; SIGNAL ANALYSIS;

AUTOMATED TOOLS; DE-NOISING; DETECTION; DYNAMIC THRESHOLD; EXPANSION COEFFICIENTS; HIGH NOISE LEVELS; KAISER'S WINDOW; MONITORING TECHNIQUES; MOTHER WAVELETS; NOISE; NOISY DATA; NOISY ENVIRONMENTS; ON-LINE DETECTION; PARTIAL DISCHARGE; PARTIAL DISCHARGE SIGNALS; PD PULSES; PD SIGNALS; RESOLUTION LEVEL; WAVELET ANALYSIS; WAVELET MULTI-RESOLUTION ANALYSIS;

SIGNAL PROCESSING;

EID: 49449107139     PISSN: 10709878     EISSN: None     Source Type: Journal    
DOI: 10.1109/TDEI.2008.4591239     Document Type: Article

References (34)

1. B. H. Ward, "A Survey of New Techniques in Insulation Monitoring of Power Transformers", IEEE Electr. Insul. Mag., Vol. 17, No. 3, pp. 16-23, 2001.
2. M.S. Mashikian, F. Palmieri, R. Bansal, and R.B. Northrop, "Location of partial discharges in shielded cables in the presence of high noise," IEEE Trans. Electr. Insul., Vol. 27, pp. 437-439, 1992.
3. R. Bartnikas and K.D. Srivastava, Power and Communication Cables, IEEE Press, J. Wiley and Sons, New York, 2003.
4. R. Morin, R. Bartnikas, G. Lessard, "In-service location of partial discharge sites in polymeric distribution cables using capacitive and inductive probes", IEEE Transmission and Distribution Conference, New Orleans, USA, pp. 120-127, 1999.
5. M. Kurtz and J.F. Lyles, "Generator insulation diagnostic testing," IEEE Transactions on Power Apparatus and Systems, Vol. 98, pp. 1596-1603, 1979.
6. B. Fruth and D. Gross, "PD generation, transmission and acquisition", Proc. IEE Sci. Meas. Tech., Vol. 142, pp. 22-28, 1995.
7. P. Grunewald and J. Weidner, "Possibilities and experience with off-and on-line diagnosis of turbine generator stator winding insulations", Proc, CIGRE, Paris, France, paper 11-206, 1994.
8. M. Henriksen, G. C. Stone, and M. Kurtz, "Propagation of PD and noise pulses in turbine generators", IEEE Trans. Energy Conversion, Vol. 1, pp. 161-166, 1986.
9. J. Fuhr, M. Haessig, P. Boss, D. Tschudi and R.A. King, "Detection and location of internal defects in the insulation of power transformers", IEEE Trans. Electr. Insul., Vol. 28, pp. 1057-1067, 1993.
10. H. Haessig, R. Brumlich, J. Fuhr, and T. Aschwanden, "Assessment of insulation condition of large power transformer by on-site electrical diagnostic methods", IEEE Intern. Sympos. Electr. Insul. (ISEI), Anaheim, USA, pp. 368-372, 2000.
11. A.A. Mazroua, M.M.A. Salama and R. Bartnikas, "PD pattern recognition with neural networks using the multilayer perceptron technique", IEEE Trans. Electr. Insul., Vol. 28, pp. 1082-1089, 1993.
12. A.A. Mazroua, R. Bartnikas and M.M.A. Salama, "Neural network system using the multi-layer perceptron technique for the recognition of PD pulse shapes due to cavities and electrical trees", IEEE Trans. Power Delivery, Vol. 10, pp. 92-96, 1995.
13. M.M.A. Salama and R. Bartnikas, "Fuzzy logic applied to PD pattern classification," IEEE Trans. Dielectr. Electr. Insul., Vol. 7, pp. 118-123, 2000.
14. M.M.A. Salama and R. Bartnikas, "Determination of neural network topology for pulse pattern recognition", IEEE Trans. Neural Networks, Vol. 13, pp. 446-556, 2002.
15. T.K. Abdel-Galil, Y.G. Hegazy, M.M.A. Salama and R. Bartnikas, "Fast match-based vector quantization partial discharge pulse pattern recognition", IEEE Trans. Instrumentation and Measurement, Vol. 54, pp. 3-9, 2005.
16. T.K. Abdel-Galil, R.M. Sharkawy, M. M.A.Salama and R. Bartnikas, "Partial discharge pulse pattern recognition using an inductive inference algorithm", IEEE Trans. Dielectr. Electr. Insul., Vol. 12, pp. 320-327, 2005.
17. T.K. Abdel-Galil, Y.G. Hegazy, M.M.A. Salama and R. Bartnikas, "Partial discharge pulse pattern recognition using Hidden Markov Models", IEEE Trans. Dielectr. Electr. Insul., Vol. 11, pp. 715-723, 2004.
18. T.K. Abdel-Galil, R.M. Sharkawy, M.M.A. Salama and R. Bartnikas, "Partial discharge pattern classification using the fuzzy decision tree approach", IEEE Trans. Instrumentation and Measurement, Vol. 54, pp. 2258-2263, 2006.
19. R. Bartnikas and J.P. Novak, "Effect of overvoltage on the risetime and amplitude of PD pulses", IEEE Trans. Dielectr. Electr. Insul., Vol. 2, pp. 557-566, 1995.
20. I. Radu, R. Bartnikas and M.R. Wertheimer, "Frequency and voltage dependence of glow and pseudoglow discharges in helium under atmospheric pressure", IEEE Trans. Plasma Science, Vol. 31, pp. 1363-1378, 2003.
21. R. Bartnikas, I. Radu, and M.R. Wertheimer, "Dielectric electrode surface effect on atmospheric pseudoglow discharges in helium", IEEE Trans. Plasma Sci. to be published.
22. S. Sriram, S. Nitin, K. M. M. Prabhu and M. J. Bastiaans, "Signal Denoising Techniques for Partial Discharge Measurements", IEEE Trans. Dielectr. Electr. Insul. Vol. 12, pp. 1182-1191, 2005
23. X. Ma, C. Zhou, and I.J. Kemp, "Automated Wavelet Selection and Thresholding for PD Detection", IEEE Electr. Insul. Mag., Vol. 18, No. 2, pp. 37-45, 2002.
24. H. Zhang, T.R. Blackburn, B.T. Phung and D. Sen, "A Novel Wavelet Transform Technique for On-line Partial Discharge Measurements Part 1: WT De-noising Algorithm", IEEE Trans. Dielectr. Electr. Insul. Vol. 14, pp. 3-14, 2007.
25. L. Satish and B. Nazneen, "Wavelet-based Denoising of Partial Discharge Signals Buried in Excessive Noise and Interference", IEEE Trans. Dielectr. Electr. Insul, Vol. 10, pp. 354-367, 2003.
26. X. Ma, C. Zhou and I. J. Kemp, "Interpretation of Wavelet Analysis and its Application in Partial Discharge Detection", IEEE Trans. Dielectr. Electr. Insul. Vol. 9, pp. 446-457, 2002.
27. Y. Tian, P. L. Lewin, A. E. Davies, S. G. Swing- ler, S. J. Sutton and G. M. Hathawav, " Companion of On-Line Partial Discharge Detection Methods for HV Cable Joints", IEEE Trans. Dielectr. Electr. Insul., Vol. 9, pp. 604-615, 2002.
28. M. Kawada, A. Tungkanawanich, Z.-I. Kawasaki and K. Matsu-ura, "Detection of Wide-band E-M Signals Emitted from Partial Discharge Occurring in GIS", IEEE Trans. Power Delivery, Vol. 15, pp. 467-471, 2000.
29. C. S. Chang, J. Jin, C. Chang, T. Hoshino, M. Hanai, and N. Kobayashi, "Separation of Corona Using Wavelet Packet Transform and Neural Network", IEEE Trans. Power Delivery, Vol. 20, pp. 1363-1369, 2005.
30. X. Zhou, C. Zhou and I. J. Kemp, "An Improved Methodology for Application of Wavelet Transform to Partial Discharge Measurement Denoising", IEEE Trans. Dielectr. Electr. Insul. Vol. 12, pp. 586-594, 2005.
31. V. Perrier, T. Philipovitch, and C. Basdevant, "Wavelet spectra compared to Fourier spectra," J. Mathematical Phys., Vol. 36, pp. 1506-1519, 1995.
32. C. S. Burrus, R. A. Gopinath and H. Guo, Introduction to Wavelets and Wavelet Transform, Prentice Hall, New Jersey, 1997.
33. S. K. Mitra and J. F. Kaiser, Handbook for Digital Signal Processing, John Wiley & Sons, 1993.
34. C. S. Burrus, J. H. McClellan, A.V. Oppenheim, T.W. Parks, R.W. Schafer and H.W. Schuessler, Computer-Based Exercises for Signal Processing using Matlab, Matlab Curriculum Series, Prentice hall, 1994.