Fault diagnosis and cause analysis using fuzzy evidential reasoning approach and dynamic adaptive fuzzy Petri nets

Computers and Industrial Engineering

Volumn 66, Issue 4, 2013, Pages 899-908

  Liu, Hu Chen ^a   Lin, Qing Lian ^b   Ren, Ming Lun ^a  

^a HEFEI UNIVERSITY OF TECHNOLOGY   (China)

^b TECHNISCHE UNIVERSITÄT BERLIN   (Germany)

Author keywords

Cause analysis; Fault diagnosis; Fuzzy evidential reasoning; Fuzzy Petri nets (FPNs)

Indexed keywords

CAUSE ANALYSIS; DYNAMIC-ADAPTIVE; FAULT DIAGNOSIS METHOD; FAULT DIAGNOSIS TOOLS; FUZZY EVIDENTIAL REASONING; FUZZY PETRI NETS; GLOBAL MARKET; ROOT CAUSE;

FAILURE ANALYSIS; INTERNATIONAL TRADE; PETRI NETS;

FUZZY SYSTEMS;

EID: 84888228503     PISSN: 03608352     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cie.2013.09.004     Document Type: Article

References (38)

1. S.M. Chen, J.S. Ke, and J.F. Chang Knowledge representation using fuzzy Petri nets IEEE Transactions on Knowledge and Data Engineering 2 1990 311 319
2. C.B. Chen, and C.M. Klein A simple approach to ranking a group of aggregated fuzzy utilities IEEE Transactions on Systems, Man (Pubitemid 127770632)
3. A. Debón, and J. Carlos Garcia-Díaz Fault diagnosis and comparing risk for the steel coil manufacturing process using statistical models for binary data Reliability Engineering & System Safety 100 2012 102 114
4. B. Elayeb, and S.G. Wang Abduction-based diagnosis: A competition-based neural model simulating abductive reasoning Journal of Parallel and Distributed Computing 24 1995 202 212
5. D. Fernández-Francos, D. Martínez-Rego, O. Fontenla-Romero, and A. Alonso-Betanzos Automatic bearing fault diagnosis based on one-class ν-SVM Computers & Industrial Engineering 64 2013 357 365
6. Gao, M. M., Wu, Z. M., & Zhou, M. C. (2000). A Petri net-based formal reasoning algorithm for fuzzy production rule-based systems. In IEEE international conference on systems, man, and cybernetics (Vol. 4, pp. 3093-3097).
7. M.M. Gao, M.C. Zhou, X.G. Huang, and Z.M. Wu Fuzzy reasoning Petri nets IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans 33 2003 314 324
8. Z.Q. Geng, and Q.X. Zhu Rough set-based fuzzy rule acquisition and its application for fault diagnosis in petrochemical process Industrial & Engineering Chemistry Research 48 2009 827 836
9. M. Guo, J.B. Yang, K.S. Chin, H.W. Wang, and X.B. Liu Evidential reasoning approach for multiattribute decision analysis under both fuzzy and interval uncertainty IEEE Transactions on Fuzzy Systems 17 2009 683 697
10. M.H. Ha, Y. Li, and X.F. Wang Fuzzy knowledge representation and reasoning using a generalized fuzzy Petri net and a similarity measure Soft Computing 11 2007 323 327 (Pubitemid 44741395)
11. H.S. Hu, Z.W. Li, and A. Al-Ahmari Reversed fuzzy Petri nets and their application for fault diagnosis Computers & Industrial Engineering 60 2011 505 510
12. Huang, X. G. (2000). A study on fault diagnosis of gas turbine based on thermal parameters. Ph.D. dissertation, Shanghai Jiao Tong University, Shanghai, China.
13. R. Javadpour, and G.M. Knapp A fuzzy neural network approach to machine condition monitoring Computers & Industrial Engineering 45 2003 323 330
14. R. Jiang, J. Yu, and V. Makis Optimal Bayesian estimation and control scheme for gear shaft fault detection Computers & Industrial Engineering 63 2012 754 762
15. Liu, H. C., Lin, Q. L., Mao, L. X., & Zhang, Z. Y. (in press). Dynamic adaptive fuzzy Petri nets for knowledge representation and reasoning. IEEE Transactions on Systems, Man, and Cybernetics: Systems.
16. Z.J. Liu, H.G. Li, and P.J. Zhou Towards timed fuzzy Petri net algorithms for chemical abnormality monitoring Expert Systems with Applications 38 2011 9724 9728
17. H.C. Liu, L. Liu, Q.H. Bian, Q.L. Lin, N. Dong, and P.N. Xu Failure mode and effects analysis using fuzzy evidential reasoning approach and grey theory Expert Systems with Applications 38 2011 4403 4415
18. H.C. Liu, L. Liu, and Q.L. Lin Fuzzy failure mode and effects analysis using fuzzy evidential reasoning and belief rule-based methodology IEEE Transactions on Reliability 62 2013 23 36
19. H.C. Liu, L. Liu, Q.L. Lin, and N. Liu Knowledge acquisition and representation using fuzzy evidential reasoning and dynamic adaptive fuzzy Petri nets IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics 43 2013 1059 1072
20. C.G. Looney Fuzzy Petri nets for rule-based decision-making IEEE Transactions on Systems Man, and Cybernetics 18 1988 178 183
21. X. Luo, and M. Kezunovic Implementing fuzzy reasoning Petri-nets for fault section estimation IEEE Transactions on Power Delivery 23 2008 676 685 (Pubitemid 351546117)
22. T. Mitoma, H. Wang, and P. Chen Fault diagnosis and condition surveillance for plant rotating machinery using partially-linearized neural network Computers & Industrial Engineering 55 2008 783 794
23. V. Muralidharan, and V. Sugumaran Rough set based rule learning and fuzzy classification of wavelet features for fault diagnosis of monoblock centrifugal pump Measurement 46 2013 3057 3063
24. C. Nan, F. Khan, and M.T. Iqbal Real-time fault diagnosis using knowledge-based expert system Process Safety and Environmental Protection 86 2008 55 71 (Pubitemid 351915743)
25. R. Naresh, V. Sharma, and M. Vashisth An integrated neural fuzzy approach for fault diagnosis of transformers IEEE Transactions on Power Delivery 23 2008 2017 2024
26. K. Renganathan, and V. Bhaskar Modeling, analysis and performance evaluation for fault diagnosis and fault tolerant control in bottle-filling plant modeled using hybrid Petri nets Applied Mathematical Modelling 37 2013 4842 4859
27. G. Shafer A mathematical theory of evidence 1976 Princeton University Press Princeton, NJ
28. H.J. Shin, D.H. Eom, and S.S. Kim One-class support vector machines - An application in machine fault detection and classification Computers & Industrial Engineering 48 2005 395 408 (Pubitemid 40274932)
29. J. Sun, S.Y. Qin, and Y.H. Song Fault diagnosis of electric power systems based on fuzzy Petri nets IEEE Transactions on Power Systems 19 2004 2053 2059
30. P. Tamilselvan, and P. Wang Failure diagnosis using deep belief learning based health state classification Reliability Engineering & System Safety 115 2013 124 135
31. H. Wang, and P. Chen Intelligent diagnosis method for rolling element bearing faults using possibility theory and neural network Computers & Industrial Engineering 60 2011 511 518
32. Y.M. Wang, J.B. Yang, D.L. Xu, and K.S. Chin The evidential reasoning approach for multiple attribute decision analysis using interval belief degrees European Journal of Operational Research 175 2006 35 66
33. L.J. Yan, Z.B. Li, W.K. Xi, and X.Y. Yuan Group-based product scheme-screening decision method based on fuzzy AHP and evidential reasoning theory International Journal of Production Research 50 2011 133 159
34. J.B. Yang, Y.M. Wang, D.L. Xu, and K.S. Chin The evidential reasoning approach for MADA under both probabilistic and fuzzy uncertainties European Journal of Operational Research 171 2006 309 343 (Pubitemid 41690042)
35. M.F. Yaqub, I. Gondal, and J. Kamruzzaman An adaptive self-configuration scheme for severity invariant machine fault diagnosis IEEE Transactions on Reliability 62 2013 116 126
36. D.S. Yeung, and E.C.C. Tsang Fuzzy knowledge representation and reasoning using Petri nets Expert Systems with Applications 7 1994 281 289
37. D.S. Yeung, and E.C.C. Tsang A multilevel weighted fuzzy reasoning algorithm for expert systems IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans 28 1998 149 158 (Pubitemid 128752050)
38. Yuan, J., Shi, H., Liu, C., & Shang, W. (2008). Improved basic inference models of fuzzy Petri nets. In 7th World congress on intelligent control and automation (pp. 1488-1493).