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An Automatic Corona-discharge Detection System for Railways Based on Solar-blind Ultraviolet Detection

  • Li, Jiaqi (State Key Laboratory of Applied Optics, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences) ;
  • Zhou, Yue (State Key Laboratory of Applied Optics, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences) ;
  • Yi, Xiangyu (State Key Laboratory of Applied Optics, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences) ;
  • Zhang, Mingchao (State Key Laboratory of Applied Optics, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences) ;
  • Chen, Xue (State Key Laboratory of Applied Optics, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences) ;
  • Cui, Muhan (State Key Laboratory of Applied Optics, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences) ;
  • Yan, Feng (State Key Laboratory of Applied Optics, Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences)
  • Received : 2017.02.28
  • Accepted : 2017.04.11
  • Published : 2017.06.25

Abstract

Corona discharge is always a sign of failure processes of high-voltage electrical apparatus, including those utilized in electric railway systems. Solar-blind ultraviolet (UV) cameras are effective tools for corona inspection. In this work, we present an automatic railway corona-discharge detection system based on solar-blind ultraviolet detection. The UV camera, mounted on top of a train, inspects the electrical apparatus, including transmission lines and insulators, along the railway during fast cruising of the train. An algorithm based on the Hough transform is proposed for distinguishing the emitting objects (corona discharge) from the noise. The detection system can report the suspected corona discharge in real time during fast cruises. An experiment was carried out during a routine inspection of railway apparatus in Xinjiang Province, China. Several corona-discharge points were found along the railway. The false-alarm rate was controlled to less than one time per hour during this inspection.

Keywords

References

  1. V. M. Moreno and R. S. Gorur, "Effect of long-term corona on non-ceramic outdoor insulator housing materials," IEEE Transactions on Dielectrics and Electrical Insulation 8(1), 117-128 (2001). https://doi.org/10.1109/94.910434
  2. A. J. Phillips, D. J. Childs, and H. M. Schneider, "Aging of nonceramic insulators due to corona from water drops," IEEE Transactions on Power Delivery 14(3), 1081-1089 (1999). https://doi.org/10.1109/61.772357
  3. B. Pinnangudi, R. S. Gorur, and A. J. Kroese, "Quantification of corona discharges on nonceramic insulators," IEEE Transactions on Dielectrics and Electrical Insulation 12(3), 513-523 (2005). https://doi.org/10.1109/TDEI.2005.1453456
  4. M. Lindner, S. Elstein, P. Lindner, J. M. Topaz, and A. J. Phillips, "Daylight corona discharge imager," High Voltage Engineering, 1999. Eleventh International Symposium on (Conf. Publ. No. 467) 344, 349-352 (1999).
  5. M. B. Lindner, S. Elstein, and P. Lindner, "Solar blind and bispectral imaging with ICCD, BCCD, and EBCCD cameras," Spies International Symposium on Optical Science 3434, 22-31 (1998).
  6. EPRI, "Guide to corona and arcing inspection of substations," (2002).
  7. EPRI, "Guide to corona and arcing inspection of overhead transmission lines," (2002).
  8. X. Li, C. Zhu, X. Zhu, Z. Xu, X. Zhuang, X. Ji, and F. Yan, "Background limited ultraviolet photodetectors of solar-blind ultraviolet detection," Applied Physics Letters 103(17), 171110 (2013). https://doi.org/10.1063/1.4826458
  9. H. P. V. C, "Method and means for recognizing complex patterns," Google Patents (1962).
  10. R. O. Duda and P. E. Hart, "Use of the hough transformation to detect lines and curves in pictures," Commun. ACM 15(1), 11-15 (1972). https://doi.org/10.1145/361237.361242
  11. B. D. Carlson, E. D. Evans, and S. L. Wilson, "Search radar detection and track with the Hough transform. III. Detection performance with binary integration," IEEE Transactions on Aerospace and Electronic Systems 30(1), 116-125 (1994). https://doi.org/10.1109/7.250412
  12. Yankowich and Steve W., "Hough transform based multisensor, multitarget, track initiation technique," Optical Engineering 37(7), 2064-2077 (1998). https://doi.org/10.1117/1.601794
  13. L. R. Moyer, J. Spak, and P. Lamanna, "A Multi-dimensional hough transform-based track-before-detect technique for detecting weak targets in strong clutter backgrounds," IEEE Transactions on Aerospace and Electronic Systems 47(4), 3062-3068 (2011) https://doi.org/10.1109/TAES.2011.6034689
  14. B. R. Sandel and A. L. Broadfoot, "Statistical performance of the intensified charged coupled device," Appl. Opt. 25 (22), 4135-4140 (1986). https://doi.org/10.1364/AO.25.004135
  15. M. A. Sartor, "Characterization and modeling of microchannel plate intensified charge coupled device signal to noise ratio variations with image size," The University of Arizona (1992).