Informations générales
ECTSECTS
0.5
Goal(s)
Study of fault detection methods.
Study to different application area.
Content(s)
Concepts and terminology,
Design of parity space relations,
Decision making based on test of hypotheses
Management of modeling uncertainties with set membership tool
Diagnosis based on pattern recognition and classification
Prerequisites :
Lectures on system modeling (transfer function, state space representation); lectures on system identification and parameter estimation; basic notions in statistics and in signal processing
Test
Assessment of a case study
Calendar
S1
Additional Information
6 h CM + 2 h TD
Bibliography
J. Gertler : Fault detection and diagnosis in engineerig systems, 1998, Marcel Dekker New York (USA).
R. Isermann : Knowledge-based fault detection and diagnosis systems, tutorial ECC Karlsruhe, 1999.
J. Ragot, D. Maquin, M. Darouach et G. Bloch : Validation de données et diagnostic, Hermes, 1990.
A. Villemeur : Sûreté de fonctionnement des systèmes industriels, collection DER de EDF, 1988.
French State controlled diploma conferring a Master's degree
