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Identification of a Nonlinear Vane Process using ANOVA for Regressor Selection
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2002 (English)Report (Other academic)
Abstract [en]

Analysis of Variance (ANOVA) can be used to help find a parsimonious model with good prediction and/or simulation performance in a system identification context. This report gives an example on how ANOVA can be used for finding a good model structure and for analysing the residuals of an estimated model to see if there are more information left to model.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2002. , 14 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 2479
Keyword [en]
System identification, Nonlinear systems, Regressor selection, Analysis of variance
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-55898ISRN: LiTH-ISY-R-2479OAI: oai:DiVA.org:liu-55898DiVA: diva2:316633
Available from: 2010-04-30 Created: 2010-04-30 Last updated: 2014-09-05Bibliographically approved

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fulltext(297 kB)78 downloads
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Type fulltextMimetype application/pdf

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Lind, Ingela

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Automatic ControlThe Institute of Technology
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CiteExportLink to record
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Citation style
  • apa
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  • de-DE
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  • en-US
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  • nn-NO
  • nn-NB
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  • Other locale
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Output format
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