Dynamic threshold generators for robust fault detection in linear systems with parameter uncertainty

Automatica

Volumn 42, Issue 7, 2006, Pages 1095-1106

  Johansson, Andreas ^a   Bask, Michael ^a   Norlander, Torbjörn ^b  

^a LULEÅ UNIVERSITY OF TECHNOLOGY   (Sweden)

^b VOLVO AERO CORPORATION   (Sweden)

Author keywords

Fault detection; Interval analysis; Jet engine; Thresholds; Uncertain linear systems

Indexed keywords

ALGORITHMS; FAULT TOLERANT COMPUTER SYSTEMS; JET ENGINES; PARAMETER ESTIMATION; ROBUSTNESS (CONTROL SYSTEMS);

FAULT DETECTION; INTERVAL ANALYSIS; THRESHOLDS; UNCERTAIN LINEAR SYSTEMS;

LINEAR SYSTEMS;

EID: 33646783329     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.automatica.2006.02.009     Document Type: Article

References (23)

1. Adrot, O., Maquin, D., & Ragot, J. (2000). Bounding approach to fault detection of uncertain dynamic systems. In Fault detection, supervision and safety for technical processes 2000 (Safeprocess 2000) (Vol. 3, pp. 1131-1136).
2. Bask, M., & Johansson, A. (2005). Realizable upper bounds for the modulus of impulse responses. In SICE annual conference 2005: international conference on instrumentation, control, and information Technology, Okayama, Japan, August 2005.
3. Basseville M., and Nikiforov I.V. Detection of abrupt changes (1993), Prentice-Hall, Englewood Cliffs, NJ
4. Ding, X., & Frank, P. M. (1993). An adaptive observer-based fault detection scheme for nonlinear dynamic systems. In 12th world congress of IFAC (Vol. 8, pp. 307-310), Sydney, Australia.
5. Ding, X., Frank, P. M., & Ding, E. (2002). An approach to the detection of multiplicative faults in uncertain dynamic systems. In Proceedings of the 41st conference on decision and control (Vol. 4, pp. 4371-4376), Las Vegas, USA.
6. Ding, S. X., Zhang, P., Frank, P. M., & Ding, E. L. (2003). Threshold calculation using LMI-technique and its integration in the design of fault detection systems. In Proceedings of the 42nd IEEE conference on decision & control (pp. 469-474), Maui, USA.
7. Emami-Naeini A., Akhter M.M., and Rock S.M. Effect of model uncertainty on failure detection: The threshold selector. IEEE Transactions on Automatic Control 33 12 (1988) 1106-1115
8. Frank P.M., and Ding X. Frequency domain approach to optimally robust residual generation and evaluation for model-based fault diagnosis. Automatica 30 (1994) 789-804
9. Frank P.M., and Ding X. Survey of robust residual generation and evaluation in observer-based fault detection systems. Journal of Process Control 7 6 (1997) 403-424
10. Isermann R. Supervision, fault-detection and fault-diagnosis methods-An introduction. Control Engineering Practice 5 5 (1997) 639-652
11. Johansson, A., & Bask, M. (2005). Dynamic threshold generators for fault detection in uncertain systems. In 16th IFAC world congress, Prague, Czech Republic.
12. Johansson A., and Medvedev A. Detection of incipient clogging in pulverized coal injection lines. IEEE Transactions on Industry Applications 36 3 (2000) 877-883
13. Johansson, A., & Norlander, T. (2003). Parametric uncertainty in sensor fault detection for a turbofan jet engine. In 42nd IEEE conference on decision and control, CDC03, December 2003, Maui, USA.
14. Kreyszig E. Introductory functional analysis with applications (1978), Wiley, New York
15. Lütkepohl H. Handbook of matrices (1996), Wiley, New York
16. Patton, R. J., & Chen, J. (1991). Detection of faulty sensors in aero jet engine systems using robust model-based methods. In IEE colloquium on condition monitoring for fault diagnosis (pp. 2/1-2/22).
17. Puig V., Saludes J., and Quevedo J. Worst-case simulation of discrete linear time-invariant interval dynamic systems. Reliable Computing 9 (2003) 251-290
18. Viswanadham N., Taylor J.H., and Luce E.C. A frequency-domain approach to failure detection and isolation with application to GE-21 turbine engine control systems. Control-Theory and Advanced Technology 3 1 (1987) 45-72
19. Weinmann A. Uncertain models and robust control (1991), Springer, Berlin
20. Ye H., Ding S.X., and Wang G. Integrated design of fault detection systems in time-frequency domain. IEEE Transactions on Automatic Control 47 2 (2002) 384-390
21. Zhang, X., Parisini, T., & Polycarpou, M. (2003). Sensor bias fault isolation in a class of nonlinear systems. In Fifth IFAC symposium on fault detection, supervision and safety for technical processes-Safeprocess 2003 (pp. 657-662), Washington, DC, USA.
22. Zhang X., Polycarpou M.M., and Parisini T. A robust detection and isolation scheme for abrupt and incipient faults in nonlinear systems. IEEE Transactions on Automatic Control 47 4 (2002) 576-593
23. Zhou K., Doyle J.C., and Glover K. Robust and optimal control (1996), Prentice-Hall, Englewood Cliffs, NJ