Title :
Robust Fault Isolation Filter Design for Networked Control Systems
Author :
Li, Shanbin ; Sauter, Dominique ; Aubrun, Christophe
Author_Institution :
Centre de Recherche en Automatique de Nancy, Univ. Henri Poincare, Vandoeuvre
Abstract :
In this paper, the effect of network-induced delay introduced into the control loop is modelled as time-varying disturbance. Based on this model, a fault isolation filter (FIF) for fault detection of networked control systems (NCSs) with multiple faults is then parameterized. Directional residual generations decoupling from the disturbance ensure the treatment of multiple faults appearing simultaneously or sequentially. The remaining degrees of freedom in the design of the filter´s gain are used to satisfy an Hinfin disturbance attenuation and poles assignment constraints in the frame of Markov jump linear systems (MJLS). The sufficient existence conditions of the free parameters are formulated as a convex optimization problem over a couple of linear matrix inequalities (LMIs). An illustrative example is given to show the efficiency of the proposed method for NCS
Keywords :
Markov processes; delays; distributed control; fault diagnosis; linear matrix inequalities; linear systems; optimisation; pole assignment; time-varying systems; Markov jump linear systems; control loop; convex optimization problem; degrees of freedom; directional residual generations; disturbance attenuation; fault detection; linear matrix inequality; network-induced delay; networked control systems; poles assignment constraints; robust fault isolation filter design; sufficient existence conditions; time-varying disturbance; Attenuation; Communication system control; Control systems; Delay effects; Fault detection; Linear matrix inequalities; Linear systems; Networked control systems; Nonlinear filters; Robust control;
Conference_Titel :
Emerging Technologies and Factory Automation, 2006. ETFA '06. IEEE Conference on
Conference_Location :
Prague
Print_ISBN :
0-7803-9758-4
DOI :
10.1109/ETFA.2006.355341