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  • Hjalmarsson, Håkan, 1962- (author)
  • From experiment design to closed-loop control
  • 2005
  • In: Automatica. - : Elsevier BV. - 0005-1098 .- 1873-2836. ; 41:3, s. 393-438
  • Journal article (peer-reviewed)abstract
    • The links between identification and control are examined. The main trends in this research area are summarized, with particular focus on the design of low complexity controllers from a statistical perspective. It is argued that a guiding principle should be to model as well as possible before any model or controller simplifications are made as this ensures the best statistical accuracy. This does not necessarily mean that a full-order model always is necessary as well designed experiments allow for restricted complexity models to be near-optimal. Experiment design can therefore be seen as the key to successful applications. For this reason, particular attention is given to the interaction between experimental constraints and performance specifications.
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Type of publication
journal article (1)
Type of content
peer-reviewed (1)
Author/Editor
Hjalmarsson, Håkan, ... (1)
University
Royal Institute of Technology (1)
Language
English (1)
Research subject (UKÄ/SCB)
Engineering and Technology (1)
Year
2005 (1)

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