• DocumentCode
    735708
  • Title

    Asynchronous distributed approach for DC Optimal Power Flow

  • Author

    Mohammadi, Javad ; Hug, Gabriela ; Kar, Soummya

  • Author_Institution
    Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, United States
  • fYear
    2015
  • fDate
    June 29 2015-July 2 2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The recent trend towards accommodating more distributed resources in power systems motivates a transition from the current highly centralized control structure to a more distributed control structure. In this paper, we propose an asynchronous iterative distributed solution approach for the DC Optimal Power Flow problem. This approach constitutes an iterative procedure that solves first order optimality conditions of the Optimal Power Flow problem in a distributed manner. In this distributed algorithm, each bus is responsible for updating a few local variables, and network coordination is achieved through local information exchanges between neighboring buses. Since information exchange at each variable update iteration might be prohibitive for an actual implementation, we propose an asynchronous iterative procedure. The asynchronous implementation divides the buses into areas, and requires the buses in the same area to exchange information after each iteration, while communication between the areas occurs only after multiple iterations. We further suggest that sharing additional information appropriately between areas without physical connections across the system can speed up the convergence of the algorithm. A proof of concept is provided using the IEEE RTS and IEEE 118-bus test systems.
  • Keywords
    Artificial intelligence; Convergence; Distributed algorithms; Generators; Information exchange; Load flow; Simulation; Asynchronous Update; Distributed Optimal Power Flow; Innovation-based Approach;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    PowerTech, 2015 IEEE Eindhoven
  • Conference_Location
    Eindhoven, Netherlands
  • Type

    conf

  • DOI
    10.1109/PTC.2015.7232606
  • Filename
    7232606