• DocumentCode
    6874
  • Title

    Distributed Optimal Power Flow Using ADMM

  • Author

    Erseghe, Tomaso

  • Author_Institution
    Dipt. di Ing. dell´Inf., Univ. di Padova, Padua, Italy
  • Volume
    29
  • Issue
    5
  • fYear
    2014
  • fDate
    Sept. 2014
  • Firstpage
    2370
  • Lastpage
    2380
  • Abstract
    Distributed optimal power flow (OPF) is a challenging non-linear, non-convex problem of central importance to the future power grid. Although many approaches are currently available in the literature, these require some form of central coordination to properly work. In this paper a fully distributed and robust algorithm for OPF is proposed which does not require any form of central coordination. The algorithm is based upon the alternating direction multiplier method (ADMM) in a form recently proposed by the author, which, in turn, builds upon the work of Schizas The approach is customized as a region-based optimization procedure, and it is tested in meaningful scenarios.
  • Keywords
    concave programming; distributed algorithms; load flow; nonlinear programming; power grids; ADMM; OPF; alternating direction multiplier method; distributed optimal power flow; nonconvex problem; nonlinear problem; power grid; region based optimization; Context; Convergence; Distributed algorithms; Optimization; Reactive power; Symmetric matrices; Vectors; Alternating direction multiplier method; decentralized processing; decomposition coordination; distributed processing; iterative processing; optimal power flow;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2014.2306495
  • Filename
    6748974