Unified approach to the optimization of fault detection systems

International Journal of Adaptive Control and Signal Processing

Volumn 14, Issue 7, 2000, Pages 725-745

  Ding, S X ^a   Jeinsch, T ^a   Frank, P M ^b   Ding, E L ^c  

^a Lausitz University of Applied Sciences   (Germany)

^b UNIVERSITY OF DUISBURG ESSEN   (Germany)

^c WESTPHALIAN UNIVERSITY OF APPLIED SCIENCES   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DIGITAL FILTERS; FAILURE ANALYSIS; FREQUENCY DOMAIN ANALYSIS; LINEAR SYSTEMS; MATHEMATICAL MODELS; OBSERVABILITY; OPTIMIZATION; ROBUSTNESS (CONTROL SYSTEMS); SENSITIVITY ANALYSIS;

FAULT DETECTION FILTERS; FAULT DETECTION SYSTEMS; LINEAR TIME INVARIANT PROCESSES;

CONTROL SYSTEM SYNTHESIS;

EID: 0034314668     PISSN: 08906327     EISSN: None     Source Type: Journal    
DOI: 10.1002/1099-1115(200011)14:7<725::AID-ACS618>3.0.CO;2-Q     Document Type: Article

References (27)

1. Basseville M. Information criteria for residual generation and fault detection and isolation. Automatica 1997; 33(5): 783-803.
2. Frank PM. Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy - A survey. Autommica 1990; 26:459-474.
3. Frank PM. Enhancement of robustness in observer-based fault detection. International Journal of Control 1994; 59:955-981.
4. Frank PM, Ding X. Survey of robust residual generation and evaluation methods in observer-based fault detection systems. Journal of Process Control 1997; 7:403-424.
5. Gertler JJ. Survey of model-based failure detection and isolation in complex plants. IEEE Control Systems Magazine 1988; 3:3-11.
6. Gertler JJ. Analytical redundancy methods in fault detection and isolation. In Proceedings of IFAC/IMACS Symposium on SAFEPROCESS '91, Baden-Baden, 1991.
7. Patton RJ, Chen J. Parity space approach to model-based fault diagnosis - A tutorial survey and some new results. In Proceedings of IFAC/IMACS Symposium on SAFEPROCESS '91, Baden-Baden, 1991.
8. Patton RJ, Frank PM, Clark RN (eds), Fault Diagnosis in Dynamic Systems, Theory and Application. Prentice-Hall: Englewood Cliffs, NJ, 1989.
9. Ding X, Guo L, Frank PM. A frequency domain approach to fault detection of uncertain dynamic systems. Proceedings of the 32nd IEEE CDC, 1993; 1722-1727.
10. ∞ observers. Proceedings of IEE Conference on Control 96, 1996.
11. Frank PM, Ding X. Frequency domain approach to optimally robust residual generation and evaluation for model-based fault diagnosis. Automatica 1994; 30:789-904.
12. Frank PM, Koeppen B. Review of optimal solutions to the robustness problem in observer-based fault detection. Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering 1993; 207:105-112.
13. Qui Z, Gertler J. Robust FDI systems and H ∞ optimization. Proceedings of the 32nd IEEE CDC, 1993; 1710-1715.
14. Sauter D, Rambeaux F, Hamelin F. Robust fault diagnosis in an H ∞ setting. Proceedings of SAFEPROCESS '97, 1997; 879-884.
15. Wuennenberg J. Observer-based fault detection in dynamic systems, Ph.D. Dissertation, Univ. of Duisburg, 1990.
16. Douglas RK, Speyer JL. An H ∞ bounded fault detection filter. Proceedings of ACC, 1995; 86-90.
17. Edelmayer A, Bocor J, Szigeti F, Keviczky L. Robust detection filter design in the presence of time-varying system perturbations. Automatica 1997; 33(3):471-475.
18. Sadrnia MA, Patton RJ, Chen J. Robust H ∞/μ observer-based residual generation for fault diagnosis. Proceedings of SAFEPROCESS '97, 1997; 147-153.
19. Faitakis YE, Kantor JC. Residual generation and fault detection for discrete-time systems using l ∞ technique. International Journal of Control 1996; 64:153-174.
20. Ding X, Guo L, Jeinsch T. On observer-based fault detection. Proceedings of SAFEPROCESS 98, 1997; 112-120.
21. Ding X, Frank PM. Fault detection via factorization approach. Systems Control Letters 1990; 14:431-436.
22. Lou XC, Willsky AS, Verghese GL. Optimally robust redundancy relations for failure detection in uncertain systems. Automatica 1986; 22:333-344.
23. Zhou K, Doyle JC, Glover K. Robust and Optimal Control. Prentice-Hall: Englewood Cliffs, NJ, 1995.
24. Khargonekar PP, Ting TL. Fault detection in the presence of modeling uncertainty. Proceedings of the 32nd IEEE CDC, 1993.
25. Niemann HH, Stoustrup J. Filter design for failure detection and isolation in the presence of modeling errors and disturbances. Proceedings of the 35th IEEE CDC, 1996; 1155-1160.
26. Tadjine M, Berkhedda H, Patton RJ. Frequency domain trade-off robust fault detection: towards an integrated approach. Proceedings of SAFEPROCESS '97, 1997; 166-170.
27. Emani-Naeini A, Muhammad A. Rock SM. Effect of model uncertain on failure detection: the threshold selector. IEEE Transactions on Automatic Control 1988; AC-33:1106-1115.