Title :
Fault isolation filter and sensors scheduling co-design for networked control systems
Author :
Sid, M.A. ; Aberkane, S. ; Sauter, Dominique ; Maquin, Didier
Author_Institution :
Centre de Rech. en Autom. de Nancy (CRAN), Univ. de Lorraine, Nancy, France
Abstract :
This paper addresses the problem of multiple fault detection and isolation under communication constraints. More specifically, we consider the issue of sensor scheduling and fault isolation co-design under limited bandwidth capacity. The proposed isolation filter can be viewed as special structure of the traditional Kalman filter. The sensor scheduling sequence and the proposed filter are built in order to ensure the fault isolability property and noise effect minimization.
Keywords :
fault diagnosis; filtering theory; minimisation; networked control systems; scheduling; sensor fusion; codesign; communication constraints; fault isolation filter; limited bandwidth capacity; multiple fault detection problem; multiple fault isolation problem; networked control systems; noise effect minimization; sensor scheduling; Covariance matrix; Fault detection; Networked control systems; Schedules; Sensors; Switches;
Conference_Titel :
Control Applications (CCA), 2012 IEEE International Conference on
Conference_Location :
Dubrovnik
Print_ISBN :
978-1-4673-4503-3
Electronic_ISBN :
1085-1992
DOI :
10.1109/CCA.2012.6402694