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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)In: Proceedings of the 1994 IEEE International Conference on Control, 1994, 422-430 vol.1 p.Conference paper (Refereed)
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
1994. 422-430 vol.1 p.
Keyword [en]
Identification, Modeling
National Category
Control Engineering
URN: urn:nbn:se:liu:diva-94035DOI: 10.1049/cp:19940169ISBN: 0-85296-610-5OAI: diva2:630072
1994 IEEE International Conference on Control, Coventry, United Kingdom, March, 1994
Available from: 2013-06-18 Created: 2013-06-16 Last updated: 2013-08-09

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Ljung, Lennart
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Automatic ControlThe Institute of Technology
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ReferencesLink to record
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