SMART-FDIR: Use of Artificial Intelligence in the implementation of a Satellite FDIR

European Space Agency, (Special Publication) ESA SP

Volumn , Issue 532, 2003, Pages 671-682

  Guiotto, Andrea ^a   Martelli, Andrea ^a   Paccagnini, Carlo ^a   Lavagna, Michelle ^b  

^a ALENIA SPAZIO   (Italy)

^b POLITECNICO DI MILANO   (Italy)

Author keywords

Artificial Intelligence; Autonomy; On Board FDIR

Indexed keywords

AUTOMATIC CODE GENERATION; FUNCTIONAL COMPLEXITY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; CODES (SYMBOLS); COMPUTATIONAL COMPLEXITY; COMPUTER SYSTEM RECOVERY; COST EFFECTIVENESS; FAULT TOLERANT COMPUTER SYSTEMS; FUZZY SETS; SATELLITES; SOFTWARE ENGINEERING; SYSTEMS ANALYSIS; USER INTERFACES;

SPACE RESEARCH;

EID: 0347051335     PISSN: 03796566     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (22)

1. [Lucas] P.Lucas, A.Onisko, M.Druzdzel, "Comparison of Rule based and Bayesian networks approaches in medical diagnosis systems" Artificial Intelligence in Medicine, Springier, Berlin, 2001
2. [Patton] R.J.Patton, "Robust Model based fault diagnosis: state of the art", IFAC Symposium, Fault detection, supervision and safety for technical processes, Espoo, vol. 1
3. [Frank] P.M.Frank," Analytic and Qualitative Model based fault diagnosis: a survey and some new results" European Journal of Control, 1996 No. 2
4. [Nebot] A.Nebot, F.Cellier, M.Vallverdu, "Mixed quantitative/qualitative modelling and simulation of the cardiovascular system", Journal of Computer Methods and Programs in Biomedicine, 1997
5. [Poole] D.Poole, "Representing Diagnosis Knowledge", Annals of Mathematics and Artificial Intelligence, no.11, 1994
6. [Tur] J.M.Tur, R.M.H.Garrido, "Fuzzy Inductive Reasoning Model-Based Fault Detection Applied to a commercial Aircraft", Simulation journal, vol.75, 2000
7. [Gertler] J.Gertler, "Fault detection and diagnosis in engineering systems", Marcel Dekker ed., N.Y 1998
8. [Escobet] A.Escobet, A.Nebot, F.Cellier, "Model acceptability measure for the identification of failure in qualitative fault monitoring systems", European Simulation Multi-conference, Warsaw-Poland, 1999
9. [Nebot] A.Nebot, J.J.Valdes, M.Guiot, R.Alquezar "Fuzzy Inductive Reasoning Approaches to the identification of models of the Central Nervous System Control", ICSC Symposium on Engineering of Intelligent Systems, Tenerife, Spain, February 1998
10. [Cayrac] D.Cayrac, D.Dubois, H Prade, "Handling uncertainty with possibility theory and fuzzy sets in a satellite fault diagnosis application" IEEE Transactions on Fuzzy Systems, vol.4, no.3 1996
11. [Poole] D.Poole, "Normality and Fault in Logic-Based Diagnosis" Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI) Detroit-MI 1989
12. [Holsti] N.Holsti, M.Pakko, "Towards advanced FDIR Components", DASIA Congress, 2001
13. [Goel] P.Goel, G.Dedeoglo, S.Roumeliotis, G.Sukhatme, "Fault Detection and Identification in a mobile robot Using Multiple Model Estimation and Neural Network", Proceedings of IEEE International Conference on Robotics and Automation, San Francisco, Ca, 2000
14. [Dexter] A.L.Dexter, "Model-based fault diagnosis using fuzzy matching", Proceedings IEE, Pt D vol. 142, no.6, 1995
15. [Welch] G.Welch, G.Bishop,"An Introduction to Kalman filter", University of North Carolina at Chapel Hill, TR 95-041, June 6, 2002
16. [Friedland] B.Friedland, "Control System Design: an introduction to state space methods", Mc.Graw-Hill
17. [Haykin] Haykin, "Neural Networks: a comprehensive foundation" N.Y. Mac Millan College publishing Company
18. [Isermann] R.Isermann, "Fault diagnosis of machines via parameter estimation and knowledge processing", Journal of Automatica, 29(4), 1993
19. [Marcu] T.Marcu, L.Mirea, "Robust Detection and Isolation of process faults using neural networks", IEEE Control Systems, vol 17, no 5, 1997
20. [Mirea] T.Marcu, L.Mirea, P.M.Frank "Development of Dynamic Neural Networks with application to observer based fault detection and isolation", Journal of applied Mathematics and computer science, vol.9, no.5, 1999
21. [Yuan] J. Klir, B. Yuan, "Fuzzy sets and fuzzy logic: theory and applications", Prentice-Hall Inc. Ed., 1995
22. [Li] D.Li, F.E.Cellier," Fuzzy Measures in inductive reasoning", proceedings of the winter simulation conference, New Orleans, LA, 1990