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System Identification through the Eyes of Model Validation
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.
1995 (English)Report (Other academic)
Abstract [en]

Classical model validation procedures are placed at the focus of our attention. We discuss the principles by which we reach confidence in a model through such validation techniques, and also how the distance to a "true" description can be estimated this way. In particular we stress that model errors must be separated from disturbances in this process, and that consequently correlation tests between the model residuals and past inputs play a crucial role in this process.

Place, publisher, year, edition, pages
Linköping: Linköping University , 1995. , 9 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 1794
Keyword [en]
Model validation, System identification
Keyword [sv]
Cybernetik Informationsteori
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-55285ISRN: LiTH-ISY-R-1794OAI: oai:DiVA.org:liu-55285DiVA: diva2:315840
Available from: 2010-04-29 Created: 2010-04-29 Last updated: 2014-08-26Bibliographically approved

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System Identification through the Eyes of Model Validation(155 kB)184 downloads
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Ljung, Lennart

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CiteExportLink to record
Permanent link

Direct link
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