Title :
Robust fault isolation using dynamically extended observers
Author :
Wahrburg, Arne ; Adamy, Jürgen
Author_Institution :
Inst. of Autom. Control, Tech. Univ. Darmstadt, Darmstadt, Germany
Abstract :
In this paper we propose a new method to design robust fault isolation observers (FIOs). The technique exploits the duality between non-interacting control and observer-based fault isolation and provides additional degrees of freedom by means of dynamically extended observers. A general procedure to design such observers is given. The additional design variables are then exploited to increase robustness with respect to high-frequency disturbances while ensuring fast fault response times. The applicability of the proposed method is demonstrated in simulations.
Keywords :
fault diagnosis; observers; FIO; dynamically extended observers; fast fault response times; high-frequency disturbances; noninteracting control; observer-based fault detection; robust fault isolation observers; Attenuation; Design methodology; Fault detection; Linear matrix inequalities; Observers; Robustness; Transient analysis;
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.2012.6398253