Fault Estimation: A Standard Problem Approach

Jakob Stoustrup, H. Niemann

Research output: Contribution to journalJournal articleResearchpeer-review

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Abstract

This paper presents a range of optimization based approaches to fault diagnosis. A variety of fault diagnosis prob-lems are reformulated in the so-called standard problem setup introduced in the literature on robust control. Once the standard problem formulations are given, the fault diagnosis problems can be solved by standard optimization tech-niques. The proposed methods include: (1) fault diagnosis (fault estimation, (FE)) for systems with model uncertainties; (2) FE for systems with parametric faults, and (3) FE for a class of nonlinear systems.
Original languageDanish
JournalInternational Journal of Robust and Nonlinear Control
Pages (from-to)649-673
ISSN1049-8923
DOIs
Publication statusPublished - 2002

Cite this

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title = "Fault Estimation: A Standard Problem Approach",
abstract = "This paper presents a range of optimization based approaches to fault diagnosis. A variety of fault diagnosis prob-lems are reformulated in the so-called standard problem setup introduced in the literature on robust control. Once the standard problem formulations are given, the fault diagnosis problems can be solved by standard optimization tech-niques. The proposed methods include: (1) fault diagnosis (fault estimation, (FE)) for systems with model uncertainties; (2) FE for systems with parametric faults, and (3) FE for a class of nonlinear systems.",
author = "Jakob Stoustrup and H. Niemann",
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doi = "10.1002/rnc.716",
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publisher = "Wiley",

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Fault Estimation : A Standard Problem Approach. / Stoustrup, Jakob; Niemann, H.

In: International Journal of Robust and Nonlinear Control, 2002, p. 649-673.

Research output: Contribution to journalJournal articleResearchpeer-review

TY - JOUR

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T2 - A Standard Problem Approach

AU - Stoustrup, Jakob

AU - Niemann, H.

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AB - This paper presents a range of optimization based approaches to fault diagnosis. A variety of fault diagnosis prob-lems are reformulated in the so-called standard problem setup introduced in the literature on robust control. Once the standard problem formulations are given, the fault diagnosis problems can be solved by standard optimization tech-niques. The proposed methods include: (1) fault diagnosis (fault estimation, (FE)) for systems with model uncertainties; (2) FE for systems with parametric faults, and (3) FE for a class of nonlinear systems.

U2 - 10.1002/rnc.716

DO - 10.1002/rnc.716

M3 - Tidsskriftartikel

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EP - 673

JO - International Journal of Robust and Nonlinear Control

JF - International Journal of Robust and Nonlinear Control

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