Partial discharge pattern classification of angled point-oil-pressboard degradation

Annual Report - Conference on Electrical Insulation and Dielectric Phenomena, CEIDP

Volumn , Issue , 2013, Pages 1217-1220

  Mas'Ud, A Abubakar ^a   Stewart, B G ^a   McMeekin, S G ^a   Nesbitt, A ^a  

^a GLASGOW CALEDONIAN UNIVERSITY   (United Kingdom)

Author keywords

ensemble neural network; single neural network; surface discharges

Indexed keywords

DISCHARGE PATTERNS; ENSEMBLE NEURAL NETWORK; PARTIAL DISCHARGE PATTERN; PD PATTERN; SINGLE NETWORKS; STATISTICAL PARAMETERS; STATISTICAL VARIABILITY;

NEURAL NETWORKS; PARTIAL DISCHARGES;

SURFACE DISCHARGES;

EID: 84901741359     PISSN: 00849162     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEIDP.2013.6748222     Document Type: Conference Paper

References (9)

1. E. Gulski and A. Krivda, "Neural network as a tool for recognition of partial discharges," IEEE Transaction on Electrical Insulation, vol. 28, no. 6 ,pp. 984-1001,1993.
2. A. Abubakar Masud, B. G. Stewart, S. G. McMeekin and A. Nesbitt, "An Ensemble Neural Network for Recognising PD patterns,"45th International Universities Power Engineering Conference, Cardiff, September 2010.
3. A. Abubakar Masud, B. G. Stewart, S. G. McMeekin and A. Nesbitt, "Recognition of partial discharges using an ensemble of neural networks,"IEEE Conference on Electrical Insulation and Dielectric Phenomena, Mexico, October 2011.
4. A. Abubakar Masud, B. G. Stewart, S. G. McMeekin, A. Nesbitt, "Partial Discharge Pattern Recognition for an oil-pressboard interface," IEEE International Symposium on Electrical Insulation (ISEI), pp. 122-126, 2012.
5. Castrol insulation oil[www]http://www.ertrading. no/file/52732. pdf,1998
6. J. Jadidiah, M. Zahn, N. Lavesson, O. Wildlund and K. Borg, " Surface flashover development on transformer oil-pressboard interface," IEEE Power modular and High Voltage Conference (IPMHVC), pp. 39-42,2012.
7. IEC 60270 (2001), British standard guide for partial discharge measurement.
8. P. Cunningham, J. Carna and S. Jacob, (2000), "Stability Problems with the Artificial Neural Networks and the Ensemble Solution," Artificial Intelligence in Medicine, vol. 20, no. 3, pp. 217-225
9. P. Mitchinson, P. Lewin, B. G. Strawbridge and P. N. Jarman, (2010), "Tracking and surface discharge at the oil-pressboard interface,"IEEE Electrical Insulation Magazine, vol. 26, no. 2, pp. 35-41.