A Selection of an Optimal Mother Wavelet for Stator Fault Detection of AC Generator

교류 발전기 고정자 사고 검출을 위한 최적 마더 웨이브릿의 선정

  • 박철원 (강릉대학교 전기정보통신공학부)
  • Published : 2008.12.01

Abstract

For stator winding protection of AC generator, KCL(Kirchhoff's Current Law) is widely applied. Actually a CRDR(Current Ratio Differential Relay) based on DFT(Discrete Fourier Transform) has been used for protecting generator. It has been pointed out that defects can occur during the process of transforming a time domain signal into a frequency domain one which can lead to loss of time domain information. Wavelets techniques are proposed for the analysis of power system transients. This paper introduces an algorithm to choose a suitable Mother Wave1et for generator stator fault detection. For optimal selection, we analyzed db(Daubechies), sym(Symlets), and coif(Coiflects) of Mother Wavelet. And we compared with performance of the choice algorithm using detail coefficients energy and RMS(root mean square) error. It can be improved the reliability of the conventional DFT based CRDR. The feasibility and effectiveness of the proposed scheme is proved with simulation using collected data obtained from ATP (Alternative Transient Program) package.

Keywords

References

  1. R.K. Aggarwal et al., ''Power System Protection", Vol. 3, pp. 1-39, IEE Press, 1995
  2. 최정림, 우준기 외, "보호계전기해설(제2집)", 남서울전력관리처 공무부 pp. 24-75, 1988. 12
  3. 전력연구원, "원자력발전소 표준화설계를 위한 조사용역", pp. 83-269, 1999
  4. 조성진, 강상희 외, "발전기보호 기본 알고리즘을 적용한 보호계전연구", 대한전기학회 하계학술대회 논문집, pp. 326-328, 2003. 7
  5. 권영진, 강상희, "풍력발전단지 보호를 위한 내외부 고장 판별 알고리즘", 대한전기학회 논문지 Vol. 56, No. 5, pp. 854-859, 2007. 5
  6. M.S. Sachdev, D.w. Wind, "An On-Line Digital Computer Approach for Generator Differential protection", Transactions of the Engineering and Operating Division, Canadian Electrical Association, Paper No. 73-SP-149, Vol. 12, No. 3, pp. 1-6, 1973
  7. P.K Dash, O.P. Malik, G.S. Hope, ''Fast Generator Protection Against Internal Asymmetrical Faults", IEEE Trans. on PAS, Vol. PAS-96, No. 5, Sep./Oct. pp. 1498-1506, 1977
  8. Hongzhong Ma, Yuanyuan Ding, P. Ju, Limin Zhang, "The Application of ANN in Fault Diagnosis for Generator Rotor Winding Turn-to-turn Faults", IEEE PES 2008 General Meeting, 20-24, July 2008 PESGM2008-000920, pp. 1-4, 2008
  9. Z. Q. Bo, G S Wang, P Y Wang, G Weller, "Non-Differential Protection of Generator Using Fuzzy Neural Network", IEEE Trans. on Power Delivery, pp. 1072-1076 1998
  10. Tai Nengling, Juergen Stenzel, "Differential Protection Based on Zero-Sequence Voltages for Generator Stator Ground Fault", IEEE Trans. on Power Delivery, Vol. 22, No. 1, pp. 116-121, 2007 https://doi.org/10.1109/TPWRD.2006.887099
  11. Qing Tian, Xiangning Lin, Pei Liu, "A Novel Self-Adaptive Compensated Differential Protection Dwsign Suitable for the Generator With Considerable Winding Distributed Capacitance", IEEE Trans. on Power Delivery, Vol. 22, No. 2, pp. 836-842, 2007 https://doi.org/10.1109/TPWRD.2007.893590
  12. IEEE Power Engineering Education Committee, "IEEE Tutorial on The Protection of Synchronous Generators", Power System Relaying Committee, 95 TP 102, pp. 1-78, 1995
  13. IEEE Power System Relaying Committee, "IEEE Guide for AC Generator Protection", IEEE Std. C37.102-2006
  14. GE, "GEK-100605 Digital Generator Protection System(DGP)", GE Protection and Control, pp. 1-225
  15. 이승훈, 윤동한, "알기쉬운 웨이브렛 변환", 진한도서, pp. 1-294, 2003
  16. A.I. Megahed, A. Monem Moussa, H.B. Elrefaie, Y.M. Marghany, "Selection of a Suitable Mother Wavelet for Analyzing Power System Fault Transients" IEEE PES 2008 General Meeting, 20-24, July 2008 PESGM2008-000756, pp. 1-7, 2008
  17. G.T. Heydt, and A. W. Galli, "Transient power quality problems analyzed using wavelets", IEEE Trans. Power Del., Vol. 12, no. 2, pp. 908-915, Apr. 1997 https://doi.org/10.1109/61.584412
  18. F. H. Magnago and A. Abur, "Fault location using wavelets", IEEE Trans. Power Del., Vol. 13, No.4, pp. 1475-1480, Oct. 1998 https://doi.org/10.1109/61.714808
  19. D. J. Zhang, Q. H. Wu, and Z.Q. Bo, "Transient positional protection of transmission lines using complex wavelets analysis", IEEE Trans. Power Del., Vol. 18, No. 3, pp. 705-710, July 2003 https://doi.org/10.1109/TPWRD.2003.813803
  20. X. Lin, P. Liu, and S. Cheng, "Effective transmission line fault detection during power swing with wavelet transform," in Proc, IEEE Power Energy Society Winder Meeting , Vol. 3, pp. 1950-1955, Jan 23-27, 2002
  21. L L Lai, 'Wavelet Transform For High Impedance Fault Identification", Energy Systems Group, pp. 188-191, 1998
  22. A. I. Megahed, A. M. Moussa, and A. E. Bayoumy, "Usage of wavelet transform in the protection of series compensated transmission lines," IEEE Trans. Power Del., Vol. 21, no. 3, pp. 1213-1221, Jul. 2006 https://doi.org/10.1109/TPWRD.2006.876981
  23. K. Silva, W. Neves, B. Souza, ''Distance Protection Using a Novel Phasor Estimation Algorithm Based on Wavelet Transform", IEEE PES 2008 General Meeting, 20-24, July 2008 PESGM2008-001413, pp. 1-8, 2008
  24. A. Megahed, A. Ramadan, W. Elmady, "Power Transform Differential Relay Using Wavelet Transform Energies", IEEE PES 2008 General Meeting, 20-24, July 2008 PESGM2008-000118, pp. 1-6, 2008
  25. O. Ozgonenel E. Arisoy, M.A.S.K Khan M.A. Rahman, "A Wavelet Power Based Algorithm For Synchronous Generator Protection", IEEE PES Summer Meeting pp. 128-134, 2006. 6
  26. 박철원, 신광철, 신명철, "교류발전기의 고장검출 알고리즘에 관한 비교 연구", 대한전기학회 논문지 Vol. 57P, No. 2, pp. 102-109, 2008. 6