Toward automatic classification of partial discharge sources with neural networks

IEEE Transactions on Power Delivery

Volumn 21, Issue 1, 2006, Pages 526-527

  Hirata, Akimasa ^a   Nakata, Syou ^b   Kawasaki, Zen Ichiro ^b  

^a NAGOYA INSTITUTE OF TECHNOLOGY   (Japan)

^b OSAKA UNIVERSITY   (Japan)

Author keywords

Digital systems; Fault diagnosis; Neural network applications; Partial discharges

Indexed keywords

DIGITAL CIRCUITS; ELECTRIC FAULT CURRENTS; ELECTROMAGNETIC PULSE; NEURAL NETWORKS; PARTIAL DISCHARGES;

AUTOMATIC CLASSIFICATION; DIGITAL SYSTEMS; FAULT DIAGNOSIS;

ELECTRIC POWER SYSTEMS;

EID: 33244474613     PISSN: 08858977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRD.2005.848439     Document Type: Article

References (9)

1. M. Soliman, A. Hirata, T. Morimoto, and Z. Kawasaki, "Numerical and experimental study on three-dimensional localization for ultra-wideband impulsive noise sources," J. Electromagn. Waves Appl., vol. 19, no. 1, pp. 141-153, Jan. 2005.
2. A. Hirata, T. Morimoto, and Z. Kawasaki, "DOA estimation of ultra-wideband EM waves with MUSIC and interferometry," IEEE Wireless Propagat. Lett., vol. 3, pp. 190-193, 2003.
3. C. H. Peck and P. J. Moore, "A direction-finding technique for wideband impulsive noise source," IEEE Trans. Electromagn. Compat., vol. 43, no. 2, pp. 149-154, May 2001.
4. A. Tungkanawanich, Z. Kawasaki, and K. Matsuura, "Analysis of VHF-wideband impulsive electromagnetic noises on power distribution lines," Trans. Inst. Elect. Eng. Jpn., vol. 120-B, no. 11, pp. 1538-1544, 2001.
5. I. Portugues, P. J. Moore, and A. Glover, "Frequency domain characterization of partial discharges via a noninvasive measurement system," in Proc. Int. Conf. Properties Applications Dielectric Material, vol. 3, 2003, pp. 835-838.
6. S. Nakata, M. S. Soliman, T. Morimoto, A. Hirata, and Z. Kawasaki, "Proposal of detection system for partial discharge sources," in Proc. Int. Conf. Insulation Condition Monitoring Electr. Plant, vol. B-05, 2003.
7. H. J. van Breen et al., "Standardization of on-line VHFPD measurements on turbo generators," IEEE Trans. Dielect. Elect. Insul., vol. 9, no. 1, pp. 140-149, Feb. 2002.
8. A. Contin, A. Cavallini, G. C. Montanari, G. Pasini, and F. Puletti, "Digital detection and fuzzy classification of partial discharge signals," IEEE Trans. Dielect. Elect. Insul., vol. 9, no. 3, pp. 335-348, Jun. 2002.
9. D. E. Rumelhart and J. L. McClelland, Parallel Distribution Processing. Cambridge, MA: MIT Press, 1986.