The Transactions of the Korean Institute of Electrical Engineers P (전기학회논문지P)

The Korean Institute of Electrical Engineers (대한전기학회)
권호 표지
DOI QR코드

DOI QR Code

A Study on Fault Detection for Transmission Line using Discrete Daubechies Wavelet Transform

이산 Daubechies 웨이브릿 변환을 이용한 송전선로의 고장검출

  • Lee, Kyung-Min (Dept. of Electrical Engineering, Gangneung-Wonju National University) ;
  • Park, Chul-Won (Dept. of Electrical Engineering, Gangneung-Wonju National University)
  • Received : 2017.02.06
  • Accepted : 2017.02.21
  • Published : 2017.03.01
Download PDF
⟨ Previous Next ⟩

Abstract

This paper presents a Daubechies wavelet-based fault detection method for fault identification in transmission lines. After the Daubechies wavelet coefficients are calculated, the proposed algorithm has been implemented difference equation using C language. We have modeled a 154kV transmission line using the ATPDraw software and have acquired test data. In order to evaluate effects of DC offset, simulations carried out while varying an inception angle of the voltage $0^{\circ}$, $45^{\circ}$, $90^{\circ}$. For performance evaluation, fault distance was varied. As we can see from the off-line simulation, the proposed algorithm shows rapid and accurate fault detection. Also we can see the proposed algorithm is not affected by the fault inception angle change.

Keywords

References

  1. C.W. Park, K.D. Yoon et al., "Development of Fault Locator for T/L using Synchophasor", Final Report for Ministry of Science, ICT and Future Planning, pp. 1-90, 2015. 12.
  2. Test Report, TTA(Telecommunications Technology Association), BT-A-15-0616, pp. 11-18. 2015. 12.
  3. S.H. Byun, C.H. Kim, I.D. Kim, K.N. Han, "Selection of Mother Wavelet for Low Impedance Fault Detection", 1997 KIEE Summer Conference, pp. 1012-1014, 1997. 7.
  4. D.O. Kim, Y.S. Lee, J.C. Kwon, B.H. Seo, "A Study of Wavelet Theory for System Identification", 1998 KIEE Summer Conference, pp. 635-637, 1998. 7.
  5. S.H. Kang, J.H. Lee, S.R. Nam, J.K. Park, "A Digital Distance Relaying Algorithm using a Wavelet Transformation", Trans. on KIEE, vol. 48A, no. 10, pp. 1215-1221, 1999. 10.
  6. J.H. Lee, "High Impedance Fault Detection Method using Wavelet Transformation", The Korean Intellectual Property Office, Patent Publication 1999-0079070, pp. 1-12, 1999. 11.
  7. C.W. Park, M.H. Kwon, M.C. Shin, "A Daubechies Wavelet Transform Based Criterion Logic Scheme for Discrimination Between Inter-Turn Faults and Magnetizing in Transform", Trans. on KIEE, vol. 50A, no. 5, pp. 211-217, 2001. 5.
  8. S.B. Bae, J.G. Ryu, N.H. Kim, "A Study on Signal Analysis using Wavelet", 2005 KIEE Autumn Conference, pp. 1-4, 2005. 11.
  9. J.T. Lee, J.W. Jeong, "Faults Current Discrimination of Power System Using Wavelet Transform", Journal of KIIEE, vol. 21, no. 3, pp. 75-81, 2007. 3.
  10. S.W. Lee, B.N. Ha, "Recursive Real Time Fault Locator with Wavelet method", Trans. on KIEE, vol. 57, no. 9, pp. 1522-1530, 2008. 9.
  11. J.W. Lee, W.K. Kim, Y.S. Oh, H.C. Seo, W.H. Jang, Y.S. Kim, C.W. Park, C.H. Kim, "Algorithm for Fault Detection and Classification Using Wavelet Singular Value Decomposition for Wide-Area Protection", Journal of Electrical Engineering & Technology, vol. 10, no. 3, pp. 729-739, 2015. 5. https://doi.org/10.5370/JEET.2015.10.3.729
  12. C.H. Kim, H. Kim, Y.H. Ko, S.H. Byun, R.K. Aggarwal, A.T. Johns, "A Novel Fault-Detection Technique of High-Impedance Arching Faults in Transmission Lines Using the Wavelet Transform", IEEE Trans. on Power Delivery, vol. 17, no. 4, pp. 921-929, 2002. 10. https://doi.org/10.1109/TPWRD.2002.803780
  13. K.M. Silva, B.A. Souza, N.S. Brito, "Fault Detection and Classification in Transmission Lines Based on Wavelet Transform and ANN", IEEE Trans. on Power Delivery, vol. 21, no. 4, pp. 2058-2063, 2006. 10. https://doi.org/10.1109/TPWRD.2006.876659
  14. Flavio B. Costa, "Fault-Induced Transient Detection Based on Real-Time Analysis of Wavelet Coefficient Energy", IEEE Trans. on Power Delivery, vol. 29, no. 1, pp. 140-153, 2014. 2. https://doi.org/10.1109/TPWRD.2013.2278272
  15. Yellaji Allipilli, G.Narasimha Rao, "Detection and Classification of Faults in Transmission Lines Based on Wavelets", 2015 International Conference on Electrical, Signals, Communication and Optimization (EESCO), 978-1-4799-7678-2/15/, 2015.
  16. Michel Misiti, Yves Misiti, Georges Oppenheim, Jean-Michel Poggi, "Wavelet Toolbox User's Guide R2015b ", The Mathworks Inc., pp. 1-700, 2015.
  17. Bhuvnesh Rathore, Abdul Gafoor Shaik, "Fault Detection and Classification on Transmission Line using Wavelet Based Alienation Algorithm", 2015 IEEE Innovative Smart Grid Technologies-ASIA, pp. 1-6, 2015.