Frequency-interval model reduction of bilinear systems

Hamid Reza Shaker, Maryamsadat Tahavori

Research output: Contribution to journalJournal articleResearchpeer-review

38 Citations (Scopus)

Abstract

In this technical note, a new method for model reduction of bilinear systems is presented. The method is developed in particular for many applications in which one is interested to approximate a system in a given frequency-interval. To this end, new generalized frequency-interval gramians are introduced for bilinear systems. It is shown that these gramians are the solutions to the so-called frequency-interval generalized Lyapunov equations. The conditions for these equations to be solvable are derived and an algorithm is proposed to solve such equations iteratively. The method is further illustrated with the help of an illustrative example. The numerical results show that the method is more accurate than its previous counterpart which is based on the ordinary gramians.

Original languageEnglish
Article number6690103
JournalIEEE Transactions on Automatic Control
Volume59
Issue number7
Pages (from-to)1948-1953
Number of pages6
ISSN0018-9286
DOIs
Publication statusPublished - Jul 2014

Keywords

  • Bilinear systems
  • frequency-interval
  • generalized Lyapunov equation
  • gramians
  • model reduction

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