access icon free Partial discharge and noise separation in combined cable–OHLs based on three-phase power ratios

Partial discharge (PD) detection has been proved as an effective tool for monitoring the insulation condition of high-voltage cables. However, the detection can be seriously affected by pulse-shaped interference from overhead lines (OHLs) when carried out at the cable termination of a combined cable–OHL. In this study, a novel scheme is presented for separating the PD pulses and interference in a combined cable–OHL. First, the characteristics of the currents from different pulse sources are investigated mathematically. On the basis of these characteristics, separation of multiple pulse sources can be realised by projecting the three-phase power ratios extracted from detected signals onto a ternary plot and then constructing maps using the power ratios of the defective phase. The performance of the scheme is subsequently evaluated by both numerical simulations and field applications. Furthermore, a comparison with the well-known time–frequency mapping method is provided. The results demonstrate that by using the proposed scheme, different pulse sources can be effectively identified without requiring stable pulse shapes and a better separation could be achieved compared with the conventional waveform-based approaches.

Inspec keywords: power overhead lines; power cable insulation; signal detection; condition monitoring; numerical analysis; time-frequency analysis; partial discharges; electric connectors

Other keywords: ternary plot; overhead lines; insulation condition monitoring; PD pulse separation; cable termination; defective phase; PD detection; partial discharge detection; multiple pulse source separation; noise separation; pulse-shaped interference; three-phase power ratios; high-voltage cables; numerical simulations; combined cable-OHLs; time-frequency mapping method; signal detection

Subjects: Power cables; Dielectric breakdown and discharges; Power line supports, insulators and connectors; Other numerical methods; Overhead power lines; Signal detection; Insulation and insulating coatings

References

    1. 1)
      • 10. Baker, P.C., Stephen, B., Judd, M.D.: ‘Compositional modeling of partial discharge pulse spectral characteristics’, IEEE Trans. Instrum. Meas., 2013, 62, (7), pp. 19091916.
    2. 2)
      • 14. Contin, A., Pastore, S.: ‘Classification and separation of partial discharge signals by means of their auto-correlation function evaluation’, IEEE Trans. Dielectr. Electr. Insul., 2009, 16, (6), pp. 16091622.
    3. 3)
      • 9. Ardila-Rey, J., Martinez-Tarifa, J., Robles, G., et al: ‘Partial discharge and noise separation by means of spectral-power clustering techniques’, IEEE Trans. Dielectr. Electr. Insul., 2013, 20, (4), pp. 2027.
    4. 4)
      • 7. Contin, A., Cavallini, A., Montanari, G.C., et al: ‘Digital detection and fuzzy classification of partial discharge signals’, IEEE Trans. Dielectr. Electr. Insul., 2002, 9, (3), pp. 335348.
    5. 5)
      • 13. Sinaga, H.H., Phung, B.T., Blackburn, T.R.: ‘Recognition of single and multiple partial discharge sources in transformers based on ultra-high frequency signals’, IET Gener. Transm. Distrib., 2014, 8, (1), pp. 160169.
    6. 6)
      • 2. Li, C., Ma, G., Qi, B., et al: ‘Condition monitoring and diagnosis of high-voltage equipment in China-recent progress’, IEEE Electr. Insul. Mag., 2013, 29, (5), pp. 7178.
    7. 7)
      • 1. Ahmed, N.H., Srinivas, N.N.: ‘On-line partial discharge detection in cables’, IEEE Trans. Dielectr. Electr. Insul., 1998, 5, (2), pp. 181188.
    8. 8)
      • 17. Ametani, A., Ohno, T., Nagaoka, N.: ‘Cable system transients: theory, modeling and simulation’ (John Wiley & Sons, Hoboken, NJ, USA, 2015).
    9. 9)
      • 28. Ester, M., Kriegel, H.P., Sander, J., et al: ‘A density-based algorithm for discovering clusters in large spatial databases with noise’. Second Int. Conf. Knowledge Discovery and Data Mining, Portland, USA, August 1996, pp. 226231.
    10. 10)
      • 20. Galloway, R.H., Shorrocks, W.B., Wedepohl, L.M.: ‘Calculation of electrical parameters for short and long polyphase transmission lines’, Proc. IEEE, 1964, 111, (12), pp. 20512059.
    11. 11)
      • 25. Baker, P.C., Judd, M.D., McArthur, S.: ‘A frequency-based RF partial discharge detector for low-power wireless sensing’, IEEE Trans. Dielectr. Electr. Insul., 2010, 17, (1), pp. 133140.
    12. 12)
      • 3. IEC 60270: ‘High-voltage test techniques – partial discharge measurements’ (International Electrotechnical Commision (IEC), Geneva, Switzerland, 2000, 3rd edn.).
    13. 13)
      • 6. Steiner, J.P., Reynolds, P.H., Weeks, W.L.: ‘Estimating the location of partial discharges in cables’, IEEE Trans. Electr. Insul., 1992, 27, (1), pp. 4459.
    14. 14)
      • 18. Ametani, A.: ‘Wave propagation characteristics of cables’, IEEE Trans. Power Appar. Syst., 1980, PAS-99, (2), pp. 499505.
    15. 15)
      • 27. Martinez-Tarifa, J.M., Ardila-Rey, J.A., Robles, G.: ‘Automatic selection of frequency bands for the power ratios separation technique in partial discharge measurements: part I, fundamentals and noise rejection in simple test objects’, IEEE Trans. Dielectr. Electr. Insul., 2015, 22, (4), pp. 22842291.
    16. 16)
      • 26. Duval, M.: ‘A review of faults detectable by gas-in-oil analysis in transformers’, IEEE Electr. Insul. Mag., 2002, 18, (3), pp. 817.
    17. 17)
      • 23. Paliwal, K., Wójcicki, K., Schwerin, B.: ‘Single-channel speech enhancement using spectral subtraction in the short-time modulation domain’, Speech Commun., 2010, 52, (5), pp. 450475.
    18. 18)
      • 30. Kreuger, F.H.: ‘Recognition of discharges’, Electra, 1970, 11, (1970), pp. 6991.
    19. 19)
      • 4. Ahmed, N., Morel, O., Srinivas, N.: ‘Partial discharge measurement in transmission-class cable terminations’. IEEE Transmission and Distribution Conf., New Orleans, USA, April 1999, pp. 27.
    20. 20)
      • 5. Weissenberg, W., Farid, F., Plath, R.: ‘On-site PD detection at cross-bonding links of HV cables’. CIGRE Session 2004, Paris, France, August 2004, paper B1106.
    21. 21)
      • 24. Manolakis, D.G., Ingle, V.K., Kogon, S.M.: ‘Statistical and adaptive signal processing: spectral estimation, signal modeling, adaptive filtering, and array processing’ (Artech House, Norwood, 2005).
    22. 22)
      • 21. GB50065-2011: ‘Code for design of AC electrical installations earthing’, 2011.
    23. 23)
      • 15. Paul, C.R.: ‘Analysis of multiconductor transmission lines’ (John Wiley & Sons, Hoboken, NJ, USA, 2008).
    24. 24)
      • 12. Hao, L., Lewin, P.L., Hunter, J.A., et al: ‘Discrimination of multiple PD sources using wavelet decomposition and principal component analysis’, IEEE Trans. Dielectr. Electr. Insul., 2011, 18, (5), pp. 17021711.
    25. 25)
      • 19. Yokoyama, S.: ‘Calculation of lightning-induced voltages on overhead multiconductor systems’, IEEE Trans. Power Appar. Syst., 1984, PAS-103, (1), pp. 100108.
    26. 26)
      • 16. Wedepohl, L.M.: ‘Application of matrix methods to the solution of travelling-wave phenomena in polyphase systems’, Proc. Inst. Electr. Eng., 1963, 110, (12), pp. 22002212.
    27. 27)
      • 29. Ma, X., Zhou, C., Kemp, I.J.: ‘Automated wavelet selection and thresholding for PD detection’, IEEE Electr. Insul. Mag., 2002, 18, (2), pp. 3745.
    28. 28)
      • 22. Loizou, P.C.: ‘Speech enhancement: theory and practice’ (CRC press, Boca Raton, FL, USA, 2013).
    29. 29)
      • 8. Cavallini, A., Montanari, G.C., Puletti, F., et al: ‘A new methodology for the identification of PD in electrical apparatus: properties and applications’, IEEE Trans. Dielectr. Electr. Insul., 2005, 12, (2), pp. 203215.
    30. 30)
      • 11. Chan, J.C., Ma, H., Saha, T.K.: ‘Time–frequency sparsity map on automatic partial discharge sources separation for power transformer condition assessment’, IEEE Trans. Dielectr. Electr. Insul., 2015, 22, (4), pp. 22712283.
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