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Uncertain LTI-Models for Linear Control Design of Nonlinear Systems
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.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
2001 (English)In: Proceedings of the 40th IEEE Conference on Decision and Control, 2001, 2692-2694 vol.3 p.Conference paper, Published paper (Refereed)
Abstract [en]

Much attention in robust identification and control has been focused on linear low order models approximating high order linear systems. We consider the more realistic situation with a linear model approximating a non-linear system. We describe how a linear time invariant (LTI) model with unstructured uncertainty, i.e. a "band" of Nyquist curves can be developed using a non-linear model error model. Applying standard linear robust control design to this uncertain LTI model will lead to a (non-linear) closes loop system with performance robustness guarantees (in terms of gain from disturbances to output) well in line with the objectives of the linear design. Clearly the design can be successful only if the linear model is a reasonable good approximation of the system. A particular aspect of the design process is to define a workable definition of "practical stability" for robust control design, with possibly non-linear model errors. We use affine power norms for that purpose.

Place, publisher, year, edition, pages
2001. 2692-2694 vol.3 p.
Keyword [en]
Robustness, Nonlinear system, Model approximation
National Category
Engineering and Technology Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-90812DOI: 10.1109/.2001.980677ISBN: 0-7803-7061-9 (print)OAI: oai:DiVA.org:liu-90812DiVA: diva2:616384
Conference
40th IEEE Conference on Decision and Control, Orlando, FL, USA, December, 2001
Available from: 2013-04-16 Created: 2013-04-07 Last updated: 2013-04-16

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Ljung, LennartHelmersson, AndersGlad, Torkel

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf