• DocumentCode
    3568405
  • Title

    Passivity preserving multipoint model order reduction using reflective exploration

  • Author

    Samuel, Elizabeth Rita ; Knockaert, Luc ; Dhaene, Tom

  • Author_Institution
    Ghent University - iMinds, Gaston Crommenlaan 8 Bus 201, B-9050 Gent, Belgium
  • Volume
    1
  • fYear
    2014
  • Firstpage
    483
  • Lastpage
    491
  • Abstract
    Reduced state-space models obtained by model order reduction methods must be accurate over the whole frequency range of interest and must also preserve passivity. In this paper, we propose multipoint reduction technique using reflective exploration for adaptively choosing the expansion points. The projection matrices obtained from the expansion points are merged to form the overall projection matrix. In order to obtain a more compact model the projection matrix is truncated based on its singular values. Finally, the reduced order model is obtained, while ensuring that the passivity of the reduced system is preserved during the reduction process.
  • Keywords
    Accuracy; Adaptation models; Computational modeling; Frequency response; Mathematical model; Ports (Computers); Reduced order systems; Model Order Reduction; Passivity; Projection Matrix; Reflective Exploration; Singular Values;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Informatics in Control, Automation and Robotics (ICINCO), 2014 11th International Conference on
  • Type

    conf

  • Filename
    7049814