Title :
Observer-based fault isolation for statically non-isolable linear systems
Author :
Wahrburg, Arne ; Adamy, Jürgen
Author_Institution :
Inst. of Autom. Control, Tech. Univ. Darmstadt, Darmstadt, Germany
Abstract :
This contribution deals with the design of fault isolation observers (FIOs). Their purpose is to detect and isolate faults acting on linear systems by means of only a single observer. While parameterizations for such observers have been proposed for statically isolable systems, we generalize the existing results to linear systems without the restriction of a non-singular fault detectability matrix. To achieve fault isolation in such systems, we introduce virtual system extensions, which enable stable isolation. These virtual augmentations are then realized by dynamically extended fault isolation observers (DFIOs). Apart from that the proposed design allows to isolate both actuator and sensor faults.
Keywords :
fault diagnosis; linear systems; matrix algebra; nonlinear systems; observers; DFIO; FIO; dynamically extended fault isolation observers; fault isolation observers; nonsingular fault detectability matrix; observer based fault isolation; single observer; statically nonisolable linear systems; virtual system extensions; Actuators; Equations; Fault detection; Linear systems; Noise measurement; Observers; Robustness;
Conference_Titel :
Intelligent Control (ISIC), 2012 IEEE International Symposium on
Conference_Location :
Dubrovnik
Print_ISBN :
978-1-4673-4598-9
Electronic_ISBN :
2158-9860
DOI :
10.1109/ISIC.2012.6398254