Study of intelligent fault diagnosis system based on data mining technology

Proceedings - 2010 International Forum on Information Technology and Applications, IFITA 2010

Volumn 2, Issue , 2010, Pages 329-332

  Wang, Hongjun ^a,b   Xu, Xiaoli ^a,b   Han, Qiushi ^a,b  

^a BEIJING INFORMATION SCIENCE AND TECHNOLOGY UNIVERSITY   (China)

^b BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

Data mining; Expert system based on knowledge; Framework; I RIPPER; Intelligent fault diagnosis; Knowledge acquisition

Indexed keywords

DATA MINING TECHNOLOGY; ERROR REDUCTION; FAULT DIAGNOSIS; FAULT DIAGNOSIS EXPERT SYSTEM; FAULT FEATURE; FRAMEWORK; I- RIPPER; INTELLIGENT FAULT DIAGNOSIS; MAINTENANCE COST; PRODUCTION ACTIVITY; PRUNNING;

EXPERT SYSTEMS; INFORMATION TECHNOLOGY; KNOWLEDGE ACQUISITION; MACHINERY; MAINTENANCE; SIGNAL PROCESSING;

DATA MINING;

EID: 79952148401     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IFITA.2010.41     Document Type: Conference Paper

References (8)

1. Wang Hongjun Xu Xiaoli Zhang Jianmin, "Support Vector Machine Condition Trend Prediction Technology," MECHANICAL SCIENCE AND TECHNOLOGY,"Vol.25 No.4.2006, pp.379-381.
2. WANG Hong-jun, ZHANG Jian-min, XU Xiao-li, "Study on combination trend prediction technology for mechaninery system based on SVM," JOURNAL OF VIBRATION ENGINEERING, Vol.19 ,No.2 2006, pp.242-245.
3. Wang Hongjun, Han Qiushi, Xu Xiaoli, "Study of the Intelligent Fault Diagnosis System Based on Rough Set," Proceedings of IFITA2009,Chengdu, China,2009,pp. 202-205.
4. A. K. Jain, R. P. W. Duin, and J. Mao, "Statistical Pattern Recognition: A Review," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 1, Jan. 2000, pp. 4-37.
5. ZHANG Wenxiu,QIU Guofang,WU Weizhi. "Theory of rough set reductions," Science in China:Ser.E, 35 (12) ,2005,pp.1304-1313.
6. PETER W T,YANGW X,TAM H Y, "Machine fault diagnosis through an effective exact wavelet analysis," Journal of Sound and Vibration , No.27,2004, pp.1005-1024.
7. W. W. Cohen, "Fast Effective Rule Induction," Proceedings of the Twelfth International Conference on Machine Learning, Lake Tahoe, CA, 1995, pp. 115-123.
8. Stoyanov,Veselin and Claire Cardie, "Partially supervised coreference resolution for opinion. summarization through structured rule learning," In Proceedings of the 2006 Conference on Empirical Methods in Natural Language, Sydney, Australia, 2006, pp. 336-344.