Study on the Partial Discharge Characteristics and Development Process in Use of the Multiple Discharge Patterns for the Typical Defects in Gas-Insulated Switchgear

Canadian Journal of Electrical and Computer Engineering

Volumn 39, Issue 4, 2016, Pages 297-310

  Yao, Rui ^a   Si, Gangquan ^a   Zhang, Yanbin ^a   Yuan, Yiwei ^a   Xie, Qian ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Gas insulated switchgear (GIS); partial discharges (PDs); pattern classification; ultrahigh frequency (UHF) measurements

Indexed keywords

DEFECTS; ELECTRIC INSULATION TESTING; ELECTRIC SWITCHGEAR; INSULATION; PATTERN RECOGNITION;

EXPERIMENTAL RESEARCH; GAS INSULATED SWITCHGEAR(GIS); GAS INSULATED SWITCHGEARS; PARTIAL DISCHARGE (PDS); PARTIAL DISCHARGE CHARACTERISTICS; PHASE RESOLVED PD PATTERNS; PHASE RESOLVED PULSE SEQUENCES; ULTRA-HIGH FREQUENCY;

PARTIAL DISCHARGES;

EID: 85012992126     PISSN: 08408688     EISSN: None     Source Type: Journal    
DOI: 10.1109/CJECE.2016.2594193     Document Type: Article

References (44)

1. D. Kopejtkova, T. Malony, S. Kobayashi, and I. M. Welch, "A twentyfive year review of experience with SF6 gas-insulated substations (GIS)," in Proc. CIGRE General Meeting, Paris, France, 1992, pp. 23-101.
2. E. Kuffel, W. S. Zaengl, and J. Kuffel, High Voltage Engineering: Fundamentals, 2nd ed. Newnes, NSW, Australia: Butterworth, 2000.
3. F. H. Kreuger, Partial Discharge Detection in High-Voltage Equipment. London, U.K.: Butterworth, 1989.
4. R. S. D.Wahidabanu, M. A. Panneerselvam, and K. Udayakumar, "Diagnosis and monitoring of high-voltage insulation using computerized analysis of partial discharge measurements," Can. J. Electr. Comput. Eng., vol. 23, no. 4, pp. 171-177, Oct. 1998.
5. M. Ono, Y. Matsuyama, N. Otaka, T. Yamagiwa, and T. Kato, "Experience of GIS condition diagnosis using partial discharge monitoring by UHF method," in Proc. Int. Conf. Condition Monitor. Diagnosis (CMD), 2008, pp. 1108-1110.
6. S. Rudd, S. D. J. McArthur, and M. D. Judd, "A generic knowledgebased approach to the analysis of partial discharge data," IEEE Trans. Dielectr. Electr. Insul., vol. 17, no. 1, pp. 149-156, Feb. 2010.
7. B. M. Pryor, "A review of partial discharge monitoring in gas insulated substations," in Proc. IEE Colloq. Partial Discharges Gas Insul. Substations, Apr. 1994, pp. 1-1-1-2.
8. R. M. Sharkawy, R. S. Mangoubi, T. K. Abdel-Galil, M. M. A. Salama, and R. Bartnikas, "SVM classification of contaminating particles in liquid dielectrics using higher order statistics of electrical and acoustic PD measurements," IEEE Trans. Dielectr. Electr. Insul., vol. 14, no. 3, pp. 669-678, Jun. 2007.
9. W. A. Putro et al., "PD pattern of various defects measured by UHF external sensor on 66 kV GIS model," in Proc. IEEE Int. Conf. Condition Monitor. Diagnosis (CMD), Sep. 2012, pp. 954-957.
10. W. Gao, D. Ding, and W. Liu, "Research on the typical partial discharge using the UHF detection method for GIS," IEEE Trans. Power Del., vol. 26, no. 4, pp. 2621-2629, Oct. 2011.
11. H. G. Kranz, "PD pulse sequence analysis and its relevance for on-site PD defect identification and evaluation," IEEE Trans. Dielectr. Electr. Insul., vol. 12, no. 2, pp. 276-284, Apr. 2005.
12. J. S. Pearson, B. F. Hampton, and A. G. Sellars, "A continuous UHF monitor for gas-insulated substations," IEEE Trans. Electr. Insul., vol. 26, no. 3, pp. 469-478, Jun. 1991.
13. M. Yoshida, H. Kojima, N. Hayakawa, and F. Endo, "Evaluation of UHF method for partial discharge measurement by simultaneous observation of UHF signal and current pulse waveforms," IEEE Trans. Dielectr. Electr. Insul., vol. 18, no. 2, pp. 425-431, Apr. 2011.
14. R. Kurrer and K. Feser, "The application of ultra-high-frequency partial discharge measurements to gas-insulated substations," IEEE Trans. Power Del., vol. 13, no. 3, pp. 777-782, Jul. 1998.
15. M. D. Judd, O. Farish, and B. F. Hampton, "The excitation of UHF signals by partial discharges in GIS," IEEE Trans. Dielectr. Electr. Insul., vol. 3, no. 2, pp. 213-228, Apr. 1996.
16. A. Lapp and H.-G. Kranz, "The use of the CIGRE data format for PD diagnosis applications," IEEE Trans. Dielectr. Electr. Insul., vol. 7, no. 1, pp. 102-112, Feb. 2000.
17. A. Lapp, H.-G. Kranz, and H. Guzman, "Quantitative deterioration assessment of polymer surfaces," in Proc. Int. Symp. Electr. Insul. Mater., Sep. 1998, pp. 83-86.
18. M. Hoof and R. Patsch, "Analyzing partial discharge pulse sequences-a new approach to investigate degradation phenomena," in Proc. IEEE Int. Symp. Electr. Insul., Jun. 1994, pp. 327-331.
19. T. Hucker and H.-G. Kranz, "New approach in partial discharge diagnosis and pattern recognition," IEE Proc., Sci., Meas. Technol., vol. 142, no. 1, pp. 89-94, Jan. 1995.
20. E. Gulski, "Computer-aided measurement of partial discharges in HV equipment," IEEE Trans. Electr. Insul., vol. 28, no. 6, pp. 969-983, Dec. 1993.
21. F. H. Kreuger, E. Gulski, and A. Krivda, "Classification of partial discharges," IEEE Trans. Electr. Insul., vol. 28, no. 6, pp. 917-931, Dec. 1993.
22. R. Patsch and F. Berton, "Pulse sequence analysis-A diagnostic tool based on the physics behind partial discharges," J. Phys. D, Appl. Phys., vol. 35, no. 1, pp. 25-32, 2001.
23. A. Contin, G. C. Montanari, and C. Ferraro, "PD source recognition by Weibull processing of pulse height distributions," IEEE Trans. Dielectr. Electr. Insul., vol. 7, no. 1, pp. 48-58, Feb. 2000.
24. M. K. A. Rahman, R. Arora, and S. C. Srivastava, "Classification of partial discharge transient patterns using texture analysis algorithms," in Proc. Int. Symp. Electr. Insul. Mater., Sep. 1998, pp. 573-576.
25. L. Satish and W. S. Zaengl, "Can fractal features be used for recognizing 3-D partial discharge patterns," IEEE Trans. Dielectr. Electr. Insul., vol. 2, no. 3, pp. 352-359, Jun. 1995.
26. A. Krivda, E. Gulski, L. Satish, and W. S. Zaengl, "The use of fractal features for recognition of 3-D discharge patterns," IEEE Trans. Dielectr. Electr. Insul., vol. 2, no. 5, pp. 889-892, Oct. 1995.
27. E. M. Lalitha and L. Satish, "Fractal image compression for classification of PD sources," IEEE Trans. Dielectr. Electr. Insul., vol. 5, no. 4, pp. 550-557, Aug. 1998.
28. Y. Tian, P. L. Lewin, A. E. Davies, S. J. Sutton, and S. G. Swingler, "Application of acoustic emission techniques and artificial neural networks to partial discharge classification," in Proc. IEEE Int. Symp. Electr. Insul., Conf. Rec., Apr. 2002, pp. 119-123.
29. L. Hao, P. L. Lewin, and S. J. Dodd, "Comparison of support vector machine based partial discharge identification parameters," in Proc. IEEE Int. Symp. Electr. Insul., Jun. 2006, pp. 110-113.
30. Y. Tian, P. L. Lewin, S. J. Sutton, and S. G. Swingler, "PD characterization using wavelet decomposition of acoustic emission signals," in Proc. IEEE Int. Conf. Solid Dielectr., vol. 2. Jul. 2004, pp. 699-702.
31. N. C. Sahoo, M. M. A. Salama, and R. Bartnikas, "Trends in partial discharge pattern classification: A survey," IEEE Trans. Dielectr. Electr. Insul., vol. 12, no. 2, pp. 248-264, Apr. 2005.
32. R. Umamaheswari and R. Sarathi, "Identification of partial discharges in gas-insulated switchgear by ultra-high-frequency technique and classification by adopting multi-class support vector machines," Electr. Power Compon. Syst., vol. 39, no. 14, pp. 1577-1595, 2011.
33. L. Hao, P. L. Lewin, Y. Tian, and S. J. Dodd, "Partial discharge identification using a support vector machine," in Proc. Annu. Rep. Conf. Electr. Insul. Dielectr. Phenomena, 2005, pp. 414-417.
34. X. Jun, Y. Sen, L. Guangmao, and X. Wu, "Method for insulation defect pattern recognition of gas insulated switchgear based on support vector machine algorithm," in Proc. Int. Conf. Adv. Energy Environ. Sci. (ICAEES), Hong Kong, 2015, pp. 560-566.
35. P. Janik, T. Lobos, and P. Schegner, "Classification of power quality events using SVM networks," in Proc. IEEE Int. Conf. Develop. Power Syst. Protection, vol. 2. Apr. 2004, pp. 768-771.
36. X. Tao, H. Renmu, W. Peng, and X. Dongjie, "Input dimension reduction for load forecasting based on support vector machines," in Proc. IEEE Int. Conf. Electr. Utility Deregulation, Restruct. Power Technol. (DRPT), vol. 2. Apr. 2004, pp. 510-514.
37. Z. Jin and H. Renmu, "A new algorithm of improving fault location based on SVM," in Proc. 8th IEE Int. Conf. Develop. Power Syst. Protection, vol. 1. Oct. 2004, pp. 204-207.
38. K. X. Lai, B. T. Phung, and T. R. Blackburn, "Application of data mining on partial discharge part I: Predictive modelling classification," IEEE Trans. Dielectr. Electr. Insul., vol. 17, no. 3, pp. 846-854, Jun. 2010.
39. S. Meijer, E. Gulski, and J. J. Smit, "Pattern analysis of partial discharges in SF6 GIS," IEEE Trans. Dielectr. Electr. Insul., vol. 5, no. 6, pp. 830-842, Dec. 1998.
40. B. Qi et al., "Surface discharge initiated by immobilized metallic particles attached to gas insulated substation insulators: Process and features," IEEE Trans. Dielectr. Electr. Insul., vol. 18, no. 3, pp. 792-800, Jun. 2011.
41. W. Gao, D. Ding, W. Liu, and X. Huang, "Propagation attenuation properties of partial discharge in typical in-field GIS structures," IEEE Trans. Power Del., vol. 28, no. 4, pp. 2540-2549, Oct. 2013.
42. J. Li, X. Zhao, X. Yao, and Y. Li, "Experimental study on the partial discharge characteristics of four typical defects in GIS," in Proc. 9th Int. Conf. Electron. Meas. Instrum. (ICEMI), Aug. 2009, pp. 4-894-4-898.
43. Q. Wang, Y. P. Shen, and Y. W. Chen, "Rule extraction from support vector machines," J. Nat. Univ. Defense Technol., vol. 28, no. 2, pp. 106-110, 2006.
44. Q. Wang, Y. P. Shen, and Y. W. Chen, "Rule extraction from support vector machines," J. Nat. Univ. Defense Technol., vol. 28, no. 2, pp. 106-110, 2006.