A comparative analysis of fault detection schemes for stochastic continuous-time dynamical systems

Zufiria Zatarain, Pedro Jose (2008). A comparative analysis of fault detection schemes for stochastic continuous-time dynamical systems. In: "8th International Conference Computational and Mathematical Methods in Science and Engineering (CMMSE 2008)", 13/06/2008-17/06/2008, Murcia, España. ISBN 978-84-612-1982-7.

Description

Title: A comparative analysis of fault detection schemes for stochastic continuous-time dynamical systems
Author/s:
  • Zufiria Zatarain, Pedro Jose
Item Type: Presentation at Congress or Conference (Article)
Event Title: 8th International Conference Computational and Mathematical Methods in Science and Engineering (CMMSE 2008)
Event Dates: 13/06/2008-17/06/2008
Event Location: Murcia, España
Title of Book: Proceedings of the 8th International Conference on Computational and Mathematical Methods in Science and Engineering (CMMSE 2008)
Date: 13 June 2008
ISBN: 978-84-612-1982-7
Subjects:
Freetext Keywords: fault diagnosis, continuous-time stochastic dynamics, moving angle, mean estimator.
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Matemática Aplicada a las Tecnologías de la Información [hasta 2014]
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

This paper addresses a comparative analysis of the existing schemes for fault detection in continuous-time stochastic dynamical systems. Such schemes prove to be efficient when dealing with specific types of fault functions; on the other hand, they show very different performance sensitivity when dealing with new fault profiles and system noise. The study suggests the use of a combined scheme, supervised by a high level decision rule set.

More information

Item ID: 3726
DC Identifier: http://oa.upm.es/3726/
OAI Identifier: oai:oa.upm.es:3726
Official URL: http://campus.usal.es/~CMMSE/
Deposited by: Memoria Investigacion
Deposited on: 30 Jul 2010 09:36
Last Modified: 20 Apr 2016 13:12
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