A data-driven fault propagation analysis method

Huagong Xuebao/CIESC Journal

Volumn 61, Issue 8, 2010, Pages 1993-2001

  Zhou, Funa ^a   Wen, Chenglin ^b   Leng, Yuanbao ^c   Chen, Zhiguo ^a  

^a HENAN UNIVERSITY   (China)

^b HANGZHOU DIANZI UNIVERSITY   (China)

^c YELLOW RIVER INSTITUTE OF HYDRAULIC RESEARCH   (China)

Author keywords

Designated component analysis(DCA); Fault imperil level; Fault propagation; Principal component analysis(PCA)

Indexed keywords

ANALYSIS METHOD; AUTOMATIC SYSTEMS; COMMON FAULTS; CORRELATION ANALYSIS; CORRELATION COEFFICIENT; DATA DRIVEN; DESIGNATED COMPONENT ANALYSIS; FAULT IMPERIL LEVEL; FAULT PROPAGATION; INPUT AND OUTPUTS; ITS EFFICIENCIES; PRINCIPAL COMPONENT ANALYSIS(PCA); RELATION MATRIX; SAMPLING DATA; SIMULATION STUDIES;

DATA HANDLING; PRINCIPAL COMPONENT ANALYSIS;

DATA FLOW ANALYSIS;

EID: 77955792000     PISSN: 04381157     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (17)

1. Wang Youqing, Zhou Donghua, Gao Furong. Robust fault-tolerant control of a class of on-minimum phase nonlinear processes. Journal of Process Control, 2007, 17(3): 523-537
2. Simani S, Patton Ron J. Fault diagnosis of an industrial gas turbine prototype using a system identification approach. Control Engineering Practice, 2008, 16(4): 769-786
3. Li Xiuxi, Xiong Haixia, Yang Guojun. Extracting knowledge based on GEP for fault diagnosis of chemical processes. CIESC Journal, 2010, 61(2): 393-398
4. Zhang Muguang, Song Zhihuan. Independent component subspace method and its application to fault detection. CIESC Journal, 2010, 61(2): 425-431
5. Li Gang, Zhou Donghua. SPM-based online fault prediction approach for multivariate continuous processes. Journal of Chemical Industry and Engineering(China), 2008, 59(7): 1829-1833
6. Lakshmanan K B, Rosenkrantzb D J, Ravib S S. Alarm placement in systems with fault propagation. Theoretical Computer Science, 2000, 243: 269-288
7. Qin S J. Control performance monitoring-a review and assessment. Computers and Chemical Engineering, 1998, 23: 173-186
8. Magret Bauer. Specifying the directionality of fault propagation paths using transfer entropy//Proceeding of 7th DYCOPS 7. Massachusetts, USA, 2004
9. Han Guangchen, Sun Shudong. Research on model of fault diagnosis and propagation in complex system. Computer Integrated Manufacturing Systems, 2005, 11(6): 794-799
10. Yang Fan, Xiao Deyun. SDG-based analysis of fault propagation principals for complex systems. Chinese High Technology Letters, 2005, 15(10): 33-36
11. Ding Lijie, Cao Yijia. Dynamic modeling and analysis on cascading failure of complex power grids. Journal of Zhejiang University: Engineering Science, 2008, 42(4): 641-646
12. Henftling M, Wittmann H C, Antreich K J. A single path oriented fault-effect propagation in digital circuits considering multiple-path sessitization//Proceeding of IEEE Conference. 1995: 1063-6757/95
13. Ding Ming, Han Pingping. Study of failure spreading mechanism in the small-world power grid. Automation of Electric Power Systems, 2007, 31(18): 6-10
14. Liu Y G, Hu S J. Assembly fixture fault diagnosis using designated component analysis. Transaction of the ASME, 2005, 127(5): 358-368
15. Zhou Funa, Wen Chenglin, Tang Tianhao. DCA based multiple faults diagnosis method. Acta Automatica Sinica, 2009, 35(7): 971-982
16. Jackson J E. A User's Guide to Principal Components. New York: Wiley-Interscience, 1991
17. Qin S J. Recursive PLS algorithms for adaptive data modeling. Computers and Chemical Engineering, 2000, 22: 503-514