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From Data to Model: A Guided Tour of System Identification
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
1994 (English)Report (Other academic)
Abstract [en]

In this paper we give an overview and discussion of the basic steps of system identification. The four main ingredients of the process that takes us from observed data to a validated model are: (1) the data itself, (2) the set of candidate models, (3) the criterion of fit, and (4) the validation procedure. We discuss how these ingredients can be blended to a useful mix for model-building in practice.

Place, publisher, year, edition, pages
Linköping: Linköping University , 1994. , 9 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 1652
Keyword [en]
System identification
Keyword [sv]
Cybernetik Informationsteori, Maskinelement Servomekanismer Automation
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-55125ISRN: LITH-ISY-R-1652OAI: oai:DiVA.org:liu-55125DiVA: diva2:315723
Available from: 2010-04-29 Created: 2010-04-29 Last updated: 2014-09-15Bibliographically approved

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Ljung, Lennart

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Automatic ControlThe Institute of Technology
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