Fault diagnosis of power transformer using kernel-based possibilistic clustering

2006 International Conference on Power System Technology, POWERCON2006

Volumn , Issue , 2007, Pages

  Xiong, Hao ^a   Chang, Tao ^a   Liao, Rui Jing ^a   Li, Jian ^a   Sun, Cai Xin ^a  

^a CHONGQING UNIVERSITY   (China)

Author keywords

Dissolved Gas Analysis (DGA); Fault diagnosis; Kernel function; Possibilistic c means clustering; Power transformer

Indexed keywords

DISSOLVED GAS ANALYSIS (DGA); KERNEL FUNCTION; POSSIBILISTIC C-MEANS CLUSTERING;

CLUSTERING ALGORITHMS; FAULT DETECTION; FUZZY CLUSTERING; NEURAL NETWORKS;

POWER TRANSFORMERS;

EID: 43549092276     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPST.2006.321491     Document Type: Conference Paper

References (11)

1. Huang Y C. "Condition assessment of power transformers using genetic-based neural networks ,"IEEE Proo.-Sci. Meas. Technol,vol.1, no.50,pp.19-24,2003.
2. Peng Ningyun, Wen Xishan, Wang Yi, Chen Jiangbo, Chai Xuzheng. "A potential fault diagnosis method based on linear classifier for oil-immersed transformer ," Proceedings of the CSEE, vol.24, no.6, pp. 147-151,2004.
3. Yang Bing, Ding Hui, Luo Weimin, Zhang Xiaofei. "Expert system of transformer fault diagnosis based on knowledge base," Proceedings of the CSEE,vol.22, no.10, pp.121-124,2002.
4. Song Bing, Yu Ping, Liao Dongmei, Luo Yunbai. "Fuzzy Set analysis of dissolved gas applied to gault diagnosis of power transformer," High Voltage Engingeering, vol.27, no.3, pp.69-71, 2001.
5. Sun Caixin, Guo Junfeng, Liao Ruijin, Du Lin, Chen Weigen. "Study on fault diagnose Method of transformer DGA with Fuzzy model hierarchy classification," Proceedings of the CSEE, vol.21, no.2, pp.37-41,2001.
6. Li Jian, Sun Caixin, Chen Weigen, Chen Guoqing, Cui Xuemei. "A method of synthesis based on the gray cluster and fuzzy cluster about internal fault diagnosis of transformer," Proceedings of the CSEE, vol.23, no.2, pp.112-113,2003.
7. Dong Ming, Meng Yuanyuan, Xu Changxiang, Yan Zhang. "Fault diagnosis model for power transformer based on support vector machine and dissolved gas analysis," Proceedings of the CSEE, vol.23, no.7,pp.88-92,2003.
8. Mo Juan, Wang Xue, Dong Ming, Yan Zhang. "Diagnostic model of insulation faults in power equipment based on Rough Set theory ," Proceedings of the CSEE,vol.24, no.7, pp. 162-167,2004.
9. Krishnapuram R, Keller J M. "A possibilistic approach to clustering," IEEE Trans, on Fuzzy Systems, vol.1, no.5, pp.98-110,1993.
10. th International Conference on Computational Intelligence and Multimedia Applications, Xi'an: China,2003.
11. Xie X L, Beni G."A validity measure for fuzzy clustering," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol.13, no.8, pp. 841-847,1991.