Efficient Optimal Sensor Placement for Model-Based FDI using an Incremental Algorithm

ROSICH, Albert; Sarrate, Ramon; Puig, Vicenç; Escobet, Teresa

doi:10.1109/CDC.2007.4434636

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Efficient Optimal Sensor Placement for Model-Based FDI using an Incremental Algorithm

ROSICH, Albert; Sarrate, Ramon; Puig, Vicenç et al.

2007 • In Decision and Control, 2007 46th IEEE Conference on

Peer reviewed

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https://hdl.handle.net/10993/4495

DOI
10.1109/CDC.2007.4434636

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Keywords :

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. Existing approaches are mainly based on formulating an optimization problem once the sets of all possible ARRs has been generated, considering all possible candidate sensors installed. However, the associated computational complexity is exponential with the number of possible sensors. The main goal of this paper is to propose an incremental algorithm for FDI sensor placement that tries to avoid the computational burden. To show the effectiveness of this approach, an application based on a fuel-cell system is proposed.

Disciplines :

Computer science

Identifiers :

UNILU:UL-CONFERENCE-2012-281

Author, co-author :

ROSICH, Albert ; Universitat Politècnica de Catalunya > ESAII - SAC

Sarrate, Ramon; Universitat Politècnica de Catalunya > ESAII - SAC

Puig, Vicenç; Universitat Politècnica de Catalunya > ESAII - SAC

Escobet, Teresa; Universitat Politècnica de Catalunya > ESAII - SAC

Language :

English

Title :

Efficient Optimal Sensor Placement for Model-Based FDI using an Incremental Algorithm

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 :

2590-2595

Peer reviewed :

Peer reviewed

Commentary :

Proc. 46th IEEe Conference on Decision and Control.

Available on ORBilu :

since 30 July 2013

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Bibliography

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