Fundamental problems in fault detection and identification

Publication: Research - peer-reviewJournal article – Annual report year: 2000

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A number of different fundamental problems in fault detection and fault identification are formulated in this paper. The fundamental problems include exact, almost, generic and class-wise fault detection and identification. Necessary and sufficient conditions for the solvability of the fundamental problems are derived. These conditions are weaker than the ones found in the literature since we do not assume any particular structure for the residual generator. At the end of the paper, a time domain synthesis procedure based on state-space methods to construct appropriate residual generators is given. Copyright (C) 2000 John Wiley & Sons, Ltd.
Original languageEnglish
JournalInternational Journal of Robust and Nonlinear Control
Publication date2000
Volume10
Journal number14
Pages1209-1236
ISSN1049-8923
DOIs
StatePublished
CitationsWeb of Science® Times Cited: No match on DOI

Keywords

  • residual generation, fault detection, fault identification, disturbance decoupling
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