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Some Results on Optimal Experiment Design
Mecel AB, Sweden.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2000 (English)In: Automatica, ISSN 0005-1098, E-ISSN 1873-2836, Vol. 36, no 5, 749-756 p.Article in journal (Refereed) Published
Abstract [en]

The problem of designing the identification experiments to make them maximally informative with respect to the intended model use is studied. The focus is on how to identify models that are good for control, so called `Identification for Control'. A main result is that we derive explicit expressions for the optimal controller and the optimal reference signal spectrum to use in the identification experiment for the case that only the misfit in the dynamics model is penalized and when a linear combination of the input and output variances is constrained.

Place, publisher, year, edition, pages
Elsevier, 2000. Vol. 36, no 5, 749-756 p.
Keyword [en]
Identification, Model based control, Feedback regulator, Closed-loop experiments, LQ problem
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-47659DOI: 10.1016/S0005-1098(99)00205-8OAI: oai:DiVA.org:liu-47659DiVA: diva2:268555
Available from: 2009-10-11 Created: 2009-10-11 Last updated: 2017-12-13

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Ljung, Lennart

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