• DocumentCode
    592226
  • Title

    Real-time solution of mixed-integer quadratic programs for hybrid control of power converters

  • Author

    Almer, Stefan ; Mariethoz, Sebastien ; Morari, Manfred

  • Author_Institution
    Autom. Control Lab., ETH Zurich, Zurich, Switzerland
  • fYear
    2012
  • fDate
    10-13 Dec. 2012
  • Firstpage
    1948
  • Lastpage
    1953
  • Abstract
    The paper presents a method for fast real-time solution of a class of multi-parametric mixed integer quadratic programs. The complexity of the problem solved in real time is significantly reduced by moving part of the computational burden off-line. In the off-line computations, the structure of the mixed integer program is explored to determine a polytopic partition of the parameter set. Each polytope is then considered to determine which integer combinations can/cannot be optimal, given that the parameter is contained in the current polytope. The real-time solution of the mixed integer program consists of a two step procedure: First it is determined which polytope contains the parameter. Then the mixed integer quadratic program is solved, taking into account only those integer combinations associated with the current polytope. If the number of integer combinations is small, the overall complexity of the real-time solution procedure will be reduced.
  • Keywords
    integer programming; power convertors; quadratic programming; hybrid power converter control; integer combinations; multiparametric mixed integer quadratic programs; off-line computational burden; polytopic partition; real-time solution procedure complexity; Boolean functions; Data structures; Equations; Optical distortion; Optical switches;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
  • Conference_Location
    Maui, HI
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4673-2065-8
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2012.6425931
  • Filename
    6425931