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Consensus based overlapping decentralized observer for fault detection and isolation
KTH, School of Electrical Engineering (EES), Automatic Control.
2010 (English)In: Proceedings of the Mediterranean Electrotechnical Conference - MELECON, 2010, 190-195 p.Conference paper, Published paper (Refereed)
Abstract [en]

In this paper a new fault detection and isolation (FDI) observer is proposed in the form of a multi-agent network based on a combination of local optimal stochastic FDI observers and a dynamic consensus strategy. It is shown that the proposed algorithm can generate residuals which provide, under general conditions concerning local models and the network topology, high efficiency, scalability and robustness of the whole estimation scheme. It is demonstrated that the consensus gains can be obtained by minimizing a suitably defined criterion function. A number of examples illustrate the applicability of the proposed methodology in practice.

Place, publisher, year, edition, pages
2010. 190-195 p.
Keyword [en]
Consensus strategy, Criterion functions, Estimation schemes, Fault detection and isolation, High efficiency, Local model, Local optimal, Multiagent networks, Network topology, Algorithms, Electric network topology, Optimization, Fault detection
National Category
Other Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:kth:diva-28495DOI: 10.1109/MELCON.2010.5476309Scopus ID: 2-s2.0-77954306936ISBN: 9781424457953 (print)OAI: oai:DiVA.org:kth-28495DiVA: diva2:390429
Conference
15th IEEE Mediterranean Electrotechnical Conference, MELECON 2010; Valletta
Note
QC 20110121Available from: 2011-01-21 Created: 2011-01-14 Last updated: 2011-01-21Bibliographically approved

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CiteExportLink to record
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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
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