• DocumentCode
    662364
  • Title

    A decomposition algorithm for optimal control of distributed energy system

  • Author

    Sokoler, Leo Emil ; Edlund, K. ; Standardi, Laura ; Jorgensen, John Bagterp

  • Author_Institution
    DONG Energy, Gentofte, Denmark
  • fYear
    2013
  • fDate
    6-9 Oct. 2013
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    In economic model predictive control of distributed energy systems, the constrained optimal control problem can be expressed as a linear program with a block-angular structure. In this paper, we present an efficient Dantzig-Wolfe decomposition algorithm specifically tailored to problems of this type. Simulations show that a MATLAB implementation of the algorithm is significantly faster than several state-of-the-art linear programming solvers and that it scales in a favorable way.
  • Keywords
    distributed power generation; linear programming; optimal control; predictive control; Dantzig-Wolfe decomposition algorithm; MATLAB implementation; block-angular structure; constrained optimal control problem; decomposition algorithm; distributed energy system; economic model predictive control; linear program; linear programming solvers; Economics; Fuels; Optimal control; Optimization; Power generation; Predictive control; Production;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2013 4th IEEE/PES
  • Conference_Location
    Lyngby
  • Type

    conf

  • DOI
    10.1109/ISGTEurope.2013.6695248
  • Filename
    6695248