DocumentCode
3222296
Title
Optimal sensor network for fault diagnosis using structural analysis
Author
Chamseddine, Abbas ; Noura, Hassan ; Theilliol, Didier
Author_Institution
Centre de Rech. en Autom. de Nancy, Nancy Univ., Nancy, France
fYear
2009
fDate
15-17 July 2009
Firstpage
492
Lastpage
497
Abstract
This paper addresses the problem of instrumentation for fault detection and isolation in structured systems. The design of sensor networks is achieved by using structural analysis. This problem of sensor network design is formulated as nonlinear binary optimization problem. If the FDI problem is not solvable for an instrumented system, the strategy determines the additional sensors to be used to guarantee faults diagnosability. In addition, it is shown how to design a sensor network for non-instrumented systems while optimizing the number of sensors, the cost or the reliability of the network.
Keywords
distributed sensors; fault diagnosis; optimisation; fault detection; fault diagnosis; fault isolation; nonlinear binary optimization problem; sensor network design; structural analysis; Control systems; Cost function; Design optimization; Fault detection; Fault diagnosis; Instruments; Observability; Particle separators; Sensor systems; State estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Advances in Computational Tools for Engineering Applications, 2009. ACTEA '09. International Conference on
Conference_Location
Zouk Mosbeh
Print_ISBN
978-1-4244-3833-4
Electronic_ISBN
978-1-4244-3834-1
Type
conf
DOI
10.1109/ACTEA.2009.5227867
Filename
5227867
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