Reference : Optimal Sensor Placement for Model-Based Fault Detection and Isolation
Scientific congresses, symposiums and conference proceedings : Paper published in a book
Engineering, computing & technology : Computer science
http://hdl.handle.net/10993/4497
Optimal Sensor Placement for Model-Based Fault Detection and Isolation
English
Sarrate, Ramon [Universitat Politècnica de Catalunya > ESAII - SAC]
Puig, Vicenç [Universitat Politècnica de Catalunya > ESAII - SAC]
Escobet, Teresa [Universitat Politècnica de Catalunya > ESAII - SAC]
Rosich, Albert mailto [Universitat Politècnica de Catalunya > ESAII - SAC]
2007
Decision and Control, 2007 46th IEEE Conference on
2584-2589
Yes
International
978-1-4244-1497-0
46th IEEE Conference on Decision and Control
from 12-12-2007 to 14-12-2007
New Orleans
LA
[en] Fault diagnosis ; Sensor placement ; Non-linear systems
[en] The problem of optimal sensor placement for FDI consists in determining the set of sensors that minimizes a pre-defined cost function satisfying at the same time a pre- established set of FDI specifications for a given set of faults. The main contribution of this paper is to propose an algorithm for model-based FDI sensor placement based on formulating a mixed integer optimization problem. FDI specifications are translated into constraints of the optimization problem considering that the whole set of ARRs has been generated, under the assumption that all candidate sensors are installed. To show the effectiveness of this approach, an application based on a two-tanks system is proposed.
http://hdl.handle.net/10993/4497
10.1109/CDC.2007.4434452
Proc. 46th IEEE Conference on Decision and Control

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