Title :
Network calculus based fault diagnosis decision-making for Networked Control Systems
Author :
Aubrun, Christophe ; Georges, Jean-Philippe ; Sauter, Dominique ; Rondeau, Eric
Author_Institution :
CNRS Fac. des Sci., Nancy-Univ., Vandoeuvre-les-Nancy
Abstract :
This paper deals with the problem of Fault Detection and Isolation (FDI) in Networked Control Systems (NCS). The effects of unknown networked induced delays on conventional observed based residual generator are studied. It is shown that the detection performances may be reduced due to the sensitivity of the residuals signals to the delays. With the assumption that the network delays belong to a given bounded set, a threshold is defined on the basis of the network characteristic, in order to enhance the robustness of the decision making process. The detection thresholds, which depend on the bounded values of the network delays, are determined from the network calculus theory.
Keywords :
calculus; control engineering computing; control systems; decision making; delays; distributed control; fault location; decision making process; fault detection; fault diagnosis decision-making; fault isolation; network calculus; network delays; networked control systems; residual generator; Calculus; Decision making; Delay effects; Delay systems; Fault detection; Fault diagnosis; Networked control systems; Performance evaluation; Robustness; Signal generators; fault detection; network calculus; network induced delays; residual generation; robustness;
Conference_Titel :
Emerging Technologies and Factory Automation, 2008. ETFA 2008. IEEE International Conference on
Conference_Location :
Hamburg
Print_ISBN :
978-1-4244-1505-2
Electronic_ISBN :
978-1-4244-1506-9
DOI :
10.1109/ETFA.2008.4638453