DocumentCode :
620439
Title :
Fault detection based on distributed redundant sensors
Author :
Rongyi Yan ; Maoyin Chen
Author_Institution :
Sch. of Inf. Sci. & Eng., Tsinghua Univ., Beijing, China
fYear :
2013
fDate :
25-27 May 2013
Firstpage :
4095
Lastpage :
4100
Abstract :
This paper deals with the fault detection problem for a class of discrete-time networked systems with distributed redundant sensors and multiple packet dropouts. Due to higher safety, reliability and lifetime requirements, the selective sensors are arranged at each switching time to measure output and packets from the chosen groups of sensors drop stochastically at different missing rates during transmission. A robust fault detection filter is designed to make errors between the residuals and the fault signals as small as possible under arbitrary switching laws. By using a switched Lyapunov function approach, the stability of the desired fault detection filter is verified and the parameters are derived by solving a set of linear matrix inequalities. A simulation example is provided to demonstrate the effectiveness of the proposed method.
Keywords :
Lyapunov methods; discrete time systems; distributed parameter systems; distributed sensors; fault diagnosis; filtering theory; linear matrix inequalities; networked control systems; robust control; time-varying systems; arbitrary switching laws; discrete-time networked systems; distributed redundant sensors; fault detection problem; fault signals; lifetime requirement; linear matrix inequalities; missing rates; multiple packet dropouts; output measurement; packet measurement; reliability requirement; robust fault detection filter; safety requirement; selective sensors; switched Lyapunov function approach; switching time; Fault detection; Robustness; Sensor systems; Switches; Symmetric matrices; Distributed Redundant Sensors; Fault Detection and Isolation (FDI); Multiple Packet Dropouts; Networked Systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
Type :
conf
DOI :
10.1109/CCDC.2013.6561668
Filename :
6561668
Link To Document :
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