Fault diagnosis; Sensor placement; Non-linear systems
Abstract :
[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 :
Computer science
Identifiers :
UNILU:UL-CONFERENCE-2012-282
Author, co-author :
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
Language :
English
Title :
Optimal Sensor Placement for Model-Based Fault Detection and Isolation
Publication date :
2007
Event name :
46th IEEE Conference on Decision and Control
Event place :
New Orleans, United States - Louisiana
Event date :
from 12-12-2007 to 14-12-2007
Audience :
International
Main work title :
Decision and Control, 2007 46th IEEE Conference on
ISBN/EAN :
978-1-4244-1497-0
Pages :
2584-2589
Peer reviewed :
Peer reviewed
Commentary :
Proc. 46th IEEE Conference on Decision and Control
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