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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)In: Proceedings of the 3rd European Control Conference, 1995, Vol. 3Conference paper, Published paper (Refereed)
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
1995. Vol. 3
Keyword [en]
Model validation, System identification
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-93719OAI: oai:DiVA.org:liu-93719DiVA: diva2:628997
Conference
3rd European Control Conference, Rome, Italy, September, 1995
Available from: 2013-06-15 Created: 2013-06-10 Last updated: 2013-06-15

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Ljung, Lennart

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