Application of extension theory to PD pattern recognition in high-voltage current transformers

IEEE Transactions on Power Delivery

Volumn 20, Issue 3, 2005, Pages 1939-1946

  Wang, Mang Hui ^a   Ho, Chih Yung ^a  

^a NATIONAL CHIN YI UNIVERSITY OF TECHNOLOGY   (Taiwan)

Author keywords

Current transformers (CTs); Extension theory; Matter element model; Partial discharge (PD)

Indexed keywords

ALGORITHMS; CORRELATION METHODS; DATA PROCESSING; ELECTRIC INSTRUMENT TRANSFORMERS; FEATURE EXTRACTION; MATHEMATICAL MODELS; MULTILAYER NEURAL NETWORKS; PARTIAL DISCHARGES; PATTERN RECOGNITION; VOLTAGE MEASUREMENT;

CAST-RESIN CURRENT TRANSFORMERS; EXTENSION THEORY; HIGH-VOLTAGE CURRENT TRANSFORMERS; MATTER-ELEMENT MODELS;

ELECTRIC TRANSFORMER TESTING;

EID: 23944488504     PISSN: 08858977     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRD.2005.848673     Document Type: Article

References (19)

1. H. G. Kranz, "Diagnosis of partial discharge signals using neural networks and minimum distance classification," IEEE Trans. Electr. Insul., vol. 28, no. 6, pp. 1016-1024, Dec. 1993.
2. J. S. Foo and P. S. Ghosh, "Artificial neural network modeling of partial discharge parameters for transformer oil diagnosis," in Proc. Annu. Rep. Conf. Electrical Insulation Dielectric Phenomena, 2002, pp. 470-475.
3. A. Krivda, "Automated recognition of partial discharge," IEEE Trans. Dielectr. Electr. Insul., vol. 2, no. 5, pp. 796-821, Oct. 1995.
4. M. M. A. Salama and R. Barnikas, "Determination of neural-network topology for partial discharge pulse pattern recognition," IEEE Trans. Neural Netw., vol. 13, no. 2, pp. 446-456, Mar. 2002.
5. H. Borsi, "The relation between thermal and electrical stress and the PD behavior of epoxy-resin transformers," IEEE Trans. Electr. Insul., vol. 28, no. 6, pp. 1007-1015, Dec. 1993.
6. S. M. Tetrault, G. C. Stone, and H. G. Sedding, "Monitoring partial discharges on 4-kV motor windings," IEEE Trans. Ind. Appl., vol. 35, no. 3, pp. 682-688, May/Jun. 1999.
7. V. Warren, G. C. Stone, and M. Fenger, "Advancements in partial discharge analysis to diagnose stator winding problems," in Proc. IEEE Int. Symp. Electrical Insulation, 2000, pp. 497-500.
8. H. D. Kim and Y. H. Ju, "Comparison of off-line and on-line partial discharge for large motors," in Conf. Rec. IEEE Int. Symp. Electrical Insulation, Boston, MA, 2002, pp. 27-30.
9. G. L. Wai and W. J. Bonwick, "Nonstationary behavior of partial discharges in a generator stator conductor due to voltage conditioning effects," Proc. Inst. Elect. Eng., Meas. Technol., vol. 143, no. 5, pp. 285-290, 1996.
10. J. D. Gassaway, P. B. Jacob, C. A. Vassiliadis, and P. H. Reynolds, "Computer-aided partial discharge measurement and recognition," in Proc. 5th Int. Symp. High Voltage Engineering, Braunschweig, Germany, 1987, pp. 41-45.
11. H. G. Kranz and R. Krump, "Partial discharge diagnosis using statistical parameter optimization on a PC based system," IEEE Trans. Electr. Insul., vol. 27, no. 1, pp. 93-98, Feb. 1992.
12. K. Tomsovic, M. Tapper, and T. T. Ingvarsson, "A fuzzy information approach to integrating different transformer diagnostic methods," IEEE Trans. Power Del., vol. 8, no. 3, pp. 1638-1643, Jul. 1993.
13. E. Gulski and A. Krivda, "Neural networks as a tool for recognition of partial discharges," IEEE Trans. Electr. Insul., vol. 27, no. 3, pp. 550-556, Jun. 1992.
14. J. W. Shiu, "Application of Artificial Neural Network to the Partial Discharge Recognition of Current Transformers," Master's thesis, Dept. Elect. Eng., Taiwan Univ. Sci. Technol., Taipei, Taiwan, 2003.
15. W. Cai, "The extension set and incompatibility problem," J. Sci. Explor., vol. 1, pp. 81-93, 1983.
16. W. Cai, "The extension set and non-compatible problems," (in Chinese), J. Scientific Explore, no. 1, pp. 83-97, 1983.
17. W. Cai, "Extension theory and its application," J. Sci. Explor., vol. 44, no. 7, pp. 673-682, 1999.
18. High-Voltage Test Techniques Partial Discharge Measurements, IEC 60 270, 2001.
19. R. O. Dude and P. E. Hart, Pattern Classification and Scene Analysis. New York: Wiley, 1973.