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Global Identifiability of Complex Models, Constructed from Simple Submodels
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2007 (English)Report (Other academic)
Abstract [en]

It is a typical situation in modern modeling that a total model is built up from simpler submodels, or modules, for example residing in a model library. The total model could be quite complex, while the modules are well understood and analysed. A procedure to decide global parameter identifiability for such a collection of model equations of differential-algebraic nature is suggested. It is shown how to make use of the natural modularization of the model structure. Basically, global identifiability is obtained if and only if each module is identifiable, and the connecting signals can be retrieved from the external signals, without knowledge of the values of the parameters.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2007. , 15 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 2783
Keyword [en]
Identification, Identifiability, Submodels
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-56049ISRN: LiTH-ISY-R-2783OAI: oai:DiVA.org:liu-56049DiVA: diva2:316891
Available from: 2010-04-30 Created: 2010-04-30 Last updated: 2014-06-23Bibliographically approved

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Authority records BETA

Gerdin, MarkusGlad, TorkelLjung, Lennart

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Gerdin, MarkusGlad, TorkelLjung, Lennart
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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • 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
  • rtf