Fuzzy neural classifier for fault diagnosis of transformer based on rough sets theory

ICEMS 2005: Proceedings of the Eighth International Conference on Electrical Machines and Systems

Volumn 3, Issue , 2005, Pages 2223-2227

  Su, Hongsheng ^a   Li, Qunzhan ^a  

^a SOUTHWEST JIAOTONG UNIVERSITY   (China)

Author keywords

Fault diagnosis; Fuzzy neural classifier; Rough sets; Transformer

Indexed keywords

DATA PROCESSING; ELECTRIC TRANSFORMER INSULATION; ERROR ANALYSIS; FUZZY CONTROL; NEURAL NETWORKS; ROUGH SET THEORY;

FAULT DIAGNOSIS; FUZZY ALGORITHMS; FUZZY NEURAL CLASSIFIERS; ROGERS RATIO DIAGNOSIS TABLE;

ELECTRIC FAULT CURRENTS;

EID: 33744729184     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. L. Yang, Y. Shang, X. F. Zhou and Z. Yan, "Probability reasoning and technique applied for identifying power transformer malfunction "(in Chinese), Proceedings of the CSEE. Vol. 20, no.7, pp.19-23, Jul. 2000.
2. J. W. Zhang, D. G. Zhao and L. W. Dong, "An expert system for transform fault diagnosis based on fuzzy mathematics" (in Chinese), High Voltage Engineering. Vol.24, no.4, pp. 6-8, 1998
3. H. C. Shu, X. F. Sun and D. J. Si, "A approach to founding and maintaining ES knowledge base for fault diagnosis of power trans former"(in Chinese), Proceedings of the CSEE, vol. 22, no.2, pp.31-35, Feb. 2002
4. T. S. Bi, Y. X. Ni and F. L. Wu, "A novel neural network approach for fault section estimation"(in Chinese), Proceedings of the CSEE. vol. 22, no. 2, pp.73-78, Feb. 2002.
5. Z. D. Zhang, H. B. Zhong and Y. H. Yang, "Substation alarm message dealing system based on ANN and ES"(in Chinese), Automation of Electric Power Systems, vol.25, no.9, pp.45-47, 2001.
6. Lee Heung-Jae, Ahn Bok-Skin and Park-Yong Moon, "A fault diag nosis expert system for distribution substations", IEEE Trans. on Power Delivery, vol.15, no.1, pp.92-97, 2000
7. Y. Du, P. C. Zhang and W. Y. Yu, "A substation fault diagnosis system based on case-based reasoning and rule-based reasoning"(in Chinese), Power System Technology, vol. 28, no.1, pp.34-37, 2004
8. L. F. Li, L. K. P. Liu and Y. H. Hu, "Architecture of multi-agent based distributed monitoring and control system for substations"(in Chinese). Power System Technology. Vol 27, no.6npp. 26-28, 2003
9. L. P. Zhao, S. f. Xie and Q. Z. Li, "Study on multi-agent based power quality monitoring and control system for electrified railway "(in Chinese), Power System Technology. Vol. 28, no.24,pp.69-73, 2004
10. Pawlak, Z, "Rough sets", International Journal of Information and Computer Science, vol.11, no.5, pp.341-356, 1982.
11. th Proceedings CUS-EPSA, VA, pp.742-747, 1998.
12. W. X. Zhang, Y. Liang and W. Z. Wu, Information System and Knowledge Discover(m Chinese), BeiJing: Science Press,2003.