A multi-model approach to failure detection in uncertain sampled-data systems

European Journal of Control

Volumn 11, Issue 3, 2005, Pages 255-265

  Nikoukhah, R ^a   Campbell, S L ^b  

^a INRIA   (France)

^b NORTH CAROLINA STATE UNIVERSITY   (United States)

Author keywords

Active Failure Detection; Auxiliary Signal Design; Multi Model Identification; Sampled Data Systems

Indexed keywords

DATA PROCESSING; FAILURE ANALYSIS; SIGNAL PROCESSING;

ACTIVE FAILURE DETECTION; AUXILIARY SIGNAL DESIGN; MULTI-MODEL IDENTIFICATION; SAMPLED-DATA SYSTEMS;

UNCERTAIN SYSTEMS;

EID: 33645411433     PISSN: 09473580     EISSN: None     Source Type: Journal    
DOI: 10.3166/ejc.11.255-265     Document Type: Article

References (16)

1. Berec L. A multi-model method to fault detection and diagnosis: Bayesian solution. An introductory treatise. Int J Adap Control Signal Process 1998; 12: 81-92
2. Bunks C, Chancelier JP, Delebecque F, Gomez C, Goursat M, Nikoukhah R, Steer S (eds). Engineering and scientific computing with Scilab. Birkhauser, Basel, 1999
3. Campbell SL, Horton K, Nikoukhah R, Delebecque F. Auxiliary signal design for rapid multimodel identification using optimization. Automatica 2002; 38: 1313-1325
4. Campbell SL, Nikoukhah R. Auxiliary signal design for failure detection. Princeton University Press, Princeton, NJ, 2004
5. Chen J, Patton RJ. Robust model-based fault diagnosis for dynamic systems. Kluwer Academic Publishers, 1999
6. Kárn M, Nagy I, Novoviová J. Mixed-data multi-modelling for fault detection and isolation. Int J Adap Control Signal Process 2001; 16: 61-83
7. Kerestecioǧlu F. Change detection and input design in dynamical systems. Research Studies Press, Baldock, Hertfordshire, 1993
8. Kerestecioǧlu F, Zarrop MB. Optimal input design for change detection in dynamical systems. In: Proceedings of the European Control Conference, Grenoble, 1991 pp 321-326
9. Kerestecioǧlu F, Zarrop MB. Input design for detection of abrupt changes in dynamical systems. Int J Control 1994; 59: 1063-1084
10. Nikoukhah R. Guaranteed active failure detection and isolation for linear dynamical systems. Automatica 1998; 34(11): 1345 1358
11. Nikoukhah R, Campbell SL. Auxiliary signal design for failure detection in uncertain sampled-data systems. In: Proceedings of the European Control Conference, Cambridge, UK, 2003
12. Nikoukhah R, Campbell SL, Delebecque F. Detection signal design for failure detection: a robust approach. Int J Adap Control Signal Process 2000; 14: 701-724
13. Nikoukhah R, Campbell SL, Horton K, Delebecque F. Auxiliary signal design for robust multi-model identification. IEEE Trans Autom Control 2002; 47: 158-163
14. Petersen IR, Savkin AV. Robust Kalman filtering for signals and systems with large uncertainties. Advances in design and control. Birkhäuser, Boston, 1999
15. Selmic RR, Lewis FL. Multimodel neural networks identification and failure detection of nonlinear systems. In: Proceedings of the 40th IEEE Conference on Decision and Control, Orlando, Florida, pp 3128-3133, 2001
16. Zhang XJ. Auxiliary signal design in fault detection and diagnosis. Springer, Heidelberg, 1989