A Condition-Based Failure-Prediction and Processing-Scheme for Preventive Maintenance

IEEE Transactions on Reliability

Volumn 52, Issue 3, 2003, Pages 373-383

  Yang, S K ^a  

^a NATIONAL CHIN YI UNIVERSITY OF TECHNOLOGY   (Taiwan)

Author keywords

ASIC (application specific integrated circuit); Failure predecition; Fault tree analysis; Kalman filter; Petri net; Preventive maintenance; Reliability analysis

Indexed keywords

APPLICATION SPECIFIC INTEGRATED CIRCUITS; CONDITION MONITORING; ERROR ANALYSIS; FAULT TREE ANALYSIS; FIELD PROGRAMMABLE GATE ARRAYS; KALMAN FILTERING; MATHEMATICAL MODELS; MATRIX ALGEBRA; PETRI NETS; POWER PLANTS; RELIABILITY THEORY; STATE ESTIMATION;

EARLY FAILURE DETECTION AND ISOLATION ARRANGEMENT (EFDIA); FAILURE PREDICTIONS;

PREVENTIVE MAINTENANCE;

EID: 0346342444     PISSN: 00189529     EISSN: None     Source Type: Journal    
DOI: 10.1109/TR.2003.816402     Document Type: Article

References (24)

1. E. A. Elsayed, Reliability Engineering: Addison Wesley Longman, 1996.
2. J. D. Patton, Preventive Maintenance: Instrument Soc. of America, 1983.
3. S. S. Rao, Reliability-Based Design: McGraw-Hlll, 1992.
4. S. K. Yang and T. S. Liu, "A petri net approach to early failure detection and isolation for preventive maintenance," Qual. Reliab. Eng. Int., vol. 14, pp. 319-330, 1998.
5. R. Isermann, "Process fault detection based on modeling and estimation methods - A survey," Automatica, vol. 20, no. 4, pp. 387-404, 1984.
6. A. S. Willsky, "A survey of design methods for failure detection in dynamic systems," Automatica, vol. 12, pp. 601-611, 1976.
7. O. T. Ogunyemi and P. I. Nelson, "Prediction of gamma failure times," IEEE Trans. Rel., vol. 46, no. 3, pp. 400-405, 1997.
8. W. Nelson, "Weibull prediction of a future number of failures, " Qual. Reliab. Eng. Int., vol. 16, pp. 23-26, 2000.
9. E. A. Rietman and M. Beachy, "A study on failure prediction in a plasma reactor," IEEE Trans. Semiconductor Manufacturing, vol. 11, no. 4, pp. 670-680, 1998.
10. S. N. Kher and G. M. Bubel, "Predicting system-failure risk from unanticipated fiber-breaks in manufacturing," IEEE Trans. Rel., vol. 47, no. 2, pp. 126-130, 1998.
11. S. K. Yang and T. S. Liu, "Implementation of petri nets using a field-programmable gate array," Qual. Reliab. Eng. Int., vol. 16, pp. 99-116, 2000.
12. A. Baccigalupi, A. Bernieri, and A. Pietrosanto, "A digital-signal-processor-based measurement system for on-line fault detection," IEEE Trans. Instrumentation and Measurement, vol. 46, no. 3, pp. 731-736, 1997.
13. B. D. O. Anderson and J. B. Moore, Optimal Filtering: Prentice-Hall, 1979.
14. R. G. Brown and P. Y. C. Hwang, Introduction to Random Signals and Applied Kalman Filtering: John Wiley & Sons, 1997, sec. 5.3-5.6, pp. 198-224.
15. S. K. Yang and T. S. Liu, "State estimation for predictive maintenance using kalman filter," Reliab. Eng. Syst. Saf., vol. 66, pp. 29-39, 1999.
16. S. K. Yang, "An experiment of state estimation for predictive maintenance using kalman filter on a DC motor," Reliab. Eng. Syst. Saf., vol. 75, pp. 103-111, 2002.
17. R. David and H. Alla, "Petri nets for modeling of dynamic systems - A survey," Automatica, vol. 30, no. 2, pp. 175-202, 1994.
18. G. S. Hura and J. W. Atwood, "The use of petri nets to analyze coherent fault trees," IEEE Trans. Rel., vol. 37, no. 5, pp. 469-474, 1988.
19. W. G. Schneeweiss, Petri Net for Reliability Modeling: Lilole-Verlag, 1999.
20. S. K. Yang and T. S. Liu, "Failure analysis for an airbag inflator by petri nets," Qual. Reliab. Eng. Int., vol. 13, pp. 139-151, 1997.
21. T. Kumamaru, T. Utsunomiya, and Y. Yamada, "A fault diagnosis system for district heating and cooling facilities," in Proc. IECON'1991, Int. Conf. on Industrial Electronics, Control, and Instrumentation, 1991, pp. 131-136.
22. A. W. Shaw, Logic Circuit Design: Fort Worth Saunder College Publishing, 1993.
23. Foundation Series Quick Start Guide, Ver. F1.4, The Programmable Logic Company, Xilinx, 1998.
24. Hardware User Guide, The Programmable Logic Company, Xilinx, 1998.