• DocumentCode
    1505519
  • Title

    Control Relevant Blind Identification of Disturbances With Application to a Multivariable Active Vibration Isolation Platform

  • Author

    Boerlage, Matthijs ; De Jager, Bram ; Steinbuch, Maarten

  • Author_Institution
    Dept. of Mech. Eng., Tech. Univ. Eindhoven, Eindhoven, Netherlands
  • Volume
    18
  • Issue
    2
  • fYear
    2010
  • fDate
    3/1/2010 12:00:00 AM
  • Firstpage
    393
  • Lastpage
    404
  • Abstract
    This paper deals with the identification of root causes of disturbances in multivariable systems. It is shown that this boils down to a blind identification problem that can be solved, under additional assumptions, within certain indeterminacies. Using the results from identification, it is illustrated how sources can be physically interpreted and the location of the sources can be recovered. Also, a design tool is developed to select multivariable feedback controller candidates. The practical feasibility is demonstrated on an industrial multivariable controlled active vibration isolation platform.
  • Keywords
    feedback; multivariable systems; vibration isolation; control relevant blind disturbances identification; design tool; multivariable active vibration isolation platform; multivariable feedback controller candidates; multivariable systems; Blind identification; disturbances; independent component analysis; multivariable control; principal component analysis;
  • fLanguage
    English
  • Journal_Title
    Control Systems Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6536
  • Type

    jour

  • DOI
    10.1109/TCST.2009.2015457
  • Filename
    5291699