Frequency-domain optimization for robust fault detection and isolation in dynamic systems

IEEE Transactions on Automatic Control

Volumn 44, Issue 4, 1999, Pages 878-882

  Sauter, Dominique ^a   Hamelin, Frédéric ^a  

^a UNIVERSITÉ DE LORRAINE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

FREQUENCY DOMAIN ANALYSIS; OPTIMIZATION; ROBUSTNESS (CONTROL SYSTEMS);

DYNAMIC SYSTEMS; FAULT DIAGNOSIS; FAULT ISOLATION;

CONTROL SYSTEM SYNTHESIS;

EID: 0032635817     PISSN: 00189286     EISSN: None     Source Type: Journal    
DOI: 10.1109/9.754839     Document Type: Article

References (30)

1. M. Basseville, "Detecting changes in signals and systems - A survey," Automatica, vol. 24, pp. 309-326, 1988.
2. R. V. Beards, "Failure accommodation in linear systems through self-reorganization," Ph.D. dissertation, Dept. Aero. Astro., M.I.T., Cambridge, USA, 1971.
3. E. Y. Chow and A. S. Willsky, "Analytical redundancy and the design of robust failure detection systems," IEEE Trans. Automat. Contr., vol. 29, pp. 603-614, July 1984.
4. G. Delmaire, J. P. Cassar, and M. Staroswiecki, "Identification and parity space techniques for failure detection in siso systems including modeling errors," in Proc. 33rd IEEE CDC, Lake Buena Vista, CA, 1994, pp. 2279-2285.
5. X. Ding, L. Guo, and P. M. Frank, "A frequency domain approach to fault detection of uncertain dynamic systems," in Proc. 32nd IEEE CDC, San Antonio, TX, 1993, pp. 1722-1727.
6. P. M. Frank, "Fault diagnosis in dynamic systems using analytical and knowledge based redundancy - A survey of some new results," Automatica, Vol. 26, pp. 459-474, 1990.
7. P. M. Frank, "Advances in observer-based fault diagnosis," in Proc. TOOLDIAG'93 Conf., CERT, Toulouse, France, 1993, vol. 3, pp. 817-836.
8. P. M. Frank, "Enhancement of robustness in observer-based fault detection," Int. J. Control, vol. 59, no. 4, pp. 955-983, 1994.
9. P. M. Frank, "On-line fault detection in uncertain nonlinear systems using diagnostic observers: A survey," Int. J. Syst. Sci., vol. 25, no. 12, pp. 2129-2154, 1994.
10. P. M. Frank and X. Ding, "Frequency domain approach to optimally robust residual generation and evaluation for model-based fault diagnosis," Automatica, vol. 30, no. 5, pp. 789-804, 1994.
11. J. Gertler and D. Singer, "A new structural framework for parity equations based failure detection and isolation," Automatica, vol. 26, pp. 381-388, 1990.
12. J. Gertler and R. Monajemy, "Generating directional residuals with dynamic parity relations," Automatica, vol. 31, pp. 627-636, 1995.
13. F. Hamelin and D. Sauter, "Fault detection in systems using directional residuals," in Proc. 33rd IEEE CDC, Lake Buena Vista, CA, 1994, pp. 3040-3046.
14. F. Hamelin and D. Sauter, "Robust residual generation for FDI in uncertain dynamic systems," in Proc. 13th World Congr. IFAC, San Francisco, CA, 1994, vol. N, pp. 181-186.
15. R. Isermann, "Process fault detection based on modeling and estimation methods - A survey," Automatica, vol. 20, pp. 387-404, 1984.
16. X. Lou, A. S. Willsky, and V. C. Verghese, "Optimally robust redundancy relations for failure detection in uncertain dynamic systems," Automatica, vol. 22, no. 3, pp. 333-344, 1986.
17. J. F. Magni and P. Mouyon, "On residual generation by observer and parity space approaches," IEEE Trans. Automat. Contr., vol. 39, pp. 441-447, Feb. 1994.
18. M. A. Massoumnia, V. C. Verghese, and A. S. Willsky, "Failure detection and identification," IEEE Trans. Automat. Contr., vol. 34, pp. 316-321, Mar. 1989.
19. P. Olin and G. Rizzoni, "Robust fault detection," in Proc. IFAC/IMACS Symp. SAFEPROCESS'91, Baden-Baden, Germany, 1991, vol. 1, pp. 289-300.
20. R. J. Patton and J. Chen, "A review of parity space approaches to fault diagnosis," in Proc. IFAC/IMACS Symp. SFEPROCESS'91, Baden-Baden, Germany, 1991, vol. 1, pp. 239-255.
21. R. J. Patton and J. Chen, "Robust fault detection using eigenstructure assignment: A tutorial considerations and some new results," in Proc. 30th IEEE CDC, Brighton, U.K., 1991, pp. 837-841.
22. R. J. Patton and J. Chen, "Optimal unknown input distribution matrix selection in robust fault diagnosis," Automatica, vol. 29, no. 4, pp. 837-841, 1993.
23. P. P. Polycarpou and A. J. Helmicki, "Automated fault detection and accommodation: A learning systems approach," IEEE Trans. Syst., Man, Cybern., vol. 25, pp. 1447-1458, Nov. 1995.
24. ∞ optimization. Disturbances and tall fault case," in Proc. 32nd IEEE CDC, San Antonio, TX, 1993, pp. 1710-1715.
25. N. Viswanadham and R. Srichander, "Fault detection using unknown input observers," Contr. Theory Adv. Technol., vol. 3, pp. 91-101, 1987.
26. H. Wang and S. Daley, "Actuator fault diagnosia: An adaptive observer based technique," IEEE Trans. Automat. Contr., vol. 41, pp. 1073-1078, 1996.
27. H. Wang, Z. J. Huang and S. Daley, "On the use of adaptive updating rules for actuator and sensor fault diagnosis," Automatica, vol. 33, no. 2, pp. 217-227, 1997.
28. J. E. White and J. L. Speyer, "Detection filters design: Spectral theory and algorithms," IEEE Trans. Automat. Contr., vol. 32, pp. 593-603, July 1987.
29. A. S. Willsky, "A survey of design methods for failure detection in dynamic systems," Automatica, vol. 12, pp. 601-611, 1976.
30. J. Wünnenberg, "Observer based fault detection in dynamic systems," VDI-Fortschrittsber. Düsseldorf, Germany: VDI-Verlag, 1990.