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Applying WPD and SVD to Classification of EM Wave Induced by Partial Discharge in Power Transformer Cover

Applying WPD and SVD to Classification of EM Wave Induced by Partial Discharge in Power Transformer

Journal of Electrical Engineering
Volume 64 (2013): Issue 4 (June 2013)
By: ,  ,   and    
Open Access
|Aug 2013
References

References

  1. [1] JUDD, M. D.-LI YANG-HUNTER, I. B. B. : Partial Discharge Monitoring for Power Transformers Using EM Sensors Part 1: Sensors and Signal Interpretation, IEEE Electrical Insulation Magazine 21 No. 2 (2005), 5-14.
    Search in Google Scholar
  2. [2] JUDD, M. D.-LI YANG-HUNTER, I. B. B. : Partial Discharge Monitoring for Power Transformers Using EM Sensors Part 2: Field Experience, IEEE Electrical Insulation Magazine 21 No. 3 (2005), 5-13.
    Search in Google Scholar
  3. [3] ZHAO, X.-CHENG, Y.-MENG, Y. : Development and Application of Integrated Multi-Parameter On-Line Monitoring System for Power Transformer, J. Electric Power 44 No. 7 (2011).
    Search in Google Scholar
  4. [4] JUDD, M. D.-HAMPTON, B. F.-BROWN, W. L. : EM Partial Discharge Monitoring for 132 kV GIS, Proc. 10th International Symposium on High Voltage Engineering, August 1997, Montral, Canada.
    Search in Google Scholar
  5. [5] JUDD, M. D. : Experience with EM Partial Discharge Detection and Location in Power Transformers, Electrical Insulation Conference (EIC), Annapolis, MD, USA, 2011, pp. 201-205.
    Open DOISearch in Google Scholar
  6. [6] TANG, J.-ZHOU, J. B.-ZHANG, X. X.-TAO, J. G. : Feature Extraction Method Based on Pulse-Coupled Neural Networks for Ultra High Frequency Partial Discharge in Transformers, International Review Of Electrical Engineering (IREE) 7 No. 1 (Jan-Feb 2012).
    Search in Google Scholar
  7. [7] UMAMAHESWARI, R.-SARATHI, R. : Identification of Partial Discharges in Gas-insulated Switchgear by Ultra-High-Frequency Technique and Classification by Adopting Multi-class Support Vector Machines, Electric Power Components and Systems 39 No. 14 (2011), 1577-1595.
    Open DOISearch in Google Scholar
  8. [8] XIE YANBIN-TANG, J.-ZHOU, Q. : Feature Extraction and Recognition of EM Partial Discharge Signals in GIS Based on Dual-Tree Complex Wavelet Transform, European Transactions on Electrical Power 20 No. 5 (2010), 639-649.
    Search in Google Scholar
  9. [9] CHANG, C. S.-LEE, K. H.-CHANG, C. : Recognition of Partial Discharge Waveshape Patterns for Gas Insulated Switchgear, Australasian Universities Power Engineering Conference (AUPEC 2004), 26-29 September 2004, Brisbane, Australia.
    Search in Google Scholar
  10. [10] LI LIXUE-HUANG, C.-ZENG, Y.-JIANG, X. : Partial Discharge Diagnosis on GIS Based on Envelope Detection, WSEAS Transactions on Systems 7 No. 11 (2008), 1238-1247.
    Search in Google Scholar
  11. [11] RUDD, S.-McARTHUR, S. D. J.-JUDD, M. D. : A Generic Knowledge-based Approach to the Analysis of Partial Discharge Data, IEEE Transactions on Dielectrics and Electrical Insulation 17 No. 1 (2010), 149-156.
    Open DOISearch in Google Scholar
  12. [12] GOLUB, G. H.-KAHAN,W. : Calculating the Singular Values and Pseudo-Inverse of a Matrix, Journal of the Society for Industrial and Applied Mathematics: Series B, Numerical Analysis 2 No. 2, 205-224.
    Open DOISearch in Google Scholar
  13. [13] CHIH-CHUNG CHANG-CHIH-JEN LIN: LIBSVM: a Library for Support Vector Machines, ACM Transactions on Intelligent Systems and Technology (2011), 2:27:1-27:27, Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm.
    Open DOISearch in Google Scholar
  14. [14] SHIBUYA, Y.-MATSUMOTO, S.-TANAKA, M.-MUTO, H.-KANEDA, Y. : Electromagnetic Waves from Partial Discharges and their Detection Using Patch Antenna, IEEE Transactions on Dielectrics and Electrical Insulation 17 No. 3 (2010), 862-871.
    Open DOISearch in Google Scholar
DOI: https://doi.org/10.2478/jee-2013-0032 | Journal eISSN: 1339-309X (formerly 1335-3632) | Journal ISSN: 1335-3632
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Language: English
Page range: 222 - 229
Published on: Aug 24, 2013
Published by: Slovak University of Technology in Bratislava
In partnership with: Paradigm Publishing Services
Keywords:
partial discharge,
EM signals,
classification,
wavelet packet,
SVD
Related subjects:
Engineering,
Introductions and overviews,
Engineering, other

© 2013 Xu Zhao, Yong-Hong Cheng, Yong-Peng Meng, Michael G. Danikas, published by Slovak University of Technology in Bratislava
This work is licensed under the Creative Commons License.

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