Fault diagnosis; Sensor placement; Non-linear systems
Résumé :
[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.
Disciplines :
Sciences informatiques
Identifiants :
UNILU:UL-CONFERENCE-2012-282
Auteur, co-auteur :
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 ; Universitat Politècnica de Catalunya > ESAII - SAC
Langue du document :
Anglais
Titre :
Optimal Sensor Placement for Model-Based Fault Detection and Isolation
Date de publication/diffusion :
2007
Nom de la manifestation :
46th IEEE Conference on Decision and Control
Lieu de la manifestation :
New Orleans, Etats-Unis - Louisiane
Date de la manifestation :
from 12-12-2007 to 14-12-2007
Manifestation à portée :
International
Titre de l'ouvrage principal :
Decision and Control, 2007 46th IEEE Conference on
ISBN/EAN :
978-1-4244-1497-0
Pagination :
2584-2589
Peer reviewed :
Peer reviewed
Commentaire :
Proc. 46th IEEE Conference on Decision and Control
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