title: Fault isolation schemes for a class of continuous-time stochastic dynamical systems
creator: Castillo López, Angela
creator: Zufiria Zatarain, Pedro Jose
subject: Telecommunications
subject: Mathematics
description: In this paper a new method for fault isolation in a class of continuous-time stochastic dynamical systems is proposed. The method is framed in the context of model-based analytical redundancy, consisting in the generation of a residual signal by means of a diagnostic observer, for its posterior analysis. Once a fault has been detected, and assuming some basic a priori knowledge about the set of possible failures in the plant, the isolation task is then formulated as a type of on-line statistical classification problem. The proposed isolation scheme employs in parallel different hypotheses tests on a statistic of the residual signal, one test for each possible fault.  This isolation method is characterized by deriving for the unidimensional case, a sufficient isolability condition as well as an upperbound of the probability of missed isolation. Simulation examples illustrate the applicability of the proposed scheme.
publisher: E.T.S.I. Telecomunicación (UPM)
rights: https://creativecommons.org/licenses/by-nc-nd/3.0/es/
date: 2013-04
type: info:eu-repo/semantics/article
type: Article
source: Annual Reviews in Control, ISSN 1367-5788, 2013-04, Vol. 37, No. 1
type: PeerReviewed
format: application/pdf
language: eng
relation: http://www.sciencedirect.com/science/article/pii/S1367578813000047
rights: info:eu-repo/semantics/openAccess
relation: info:eu-repo/semantics/altIdentifier/doi/10.1016/j.arcontrol.2013.03.002
identifier: https://oa.upm.es/26836/