• DocumentCode
    2042730
  • Title

    Optimal integration of intermittent energy sources using distributed multi-step optimization

  • Author

    Baker, K. ; Hug, G. ; Xin Li

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
  • fYear
    2012
  • fDate
    22-26 July 2012
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    The integration of renewable energy sources such as wind and solar into the electric power grid is a coveted yet challenging goal. The difficulties arise from the intermittency of the sources, the required increase in transmission capacity, and the lack of coordination between control entities. In this paper, a method is developed and implemented for the optimal coordination between storage and intermittent resources in multiple control areas. The problem is formulated as a decomposed multi-step optimization problem using the Optimality Condition Decomposition method. This allows reducing the computational effort by dividing the overall optimization problem into subproblems. Simulation results show convergence to the centralized solution and provide an indication of the benefits of coordinating control areas.
  • Keywords
    centralised control; energy storage; optimisation; power generation control; power grids; power transmission control; renewable energy sources; centralized control solution; coordinating control areas; decomposed multistep optimization problem; distributed multistep optimization; electric power grid; energy storage; intermittent energy sources; multiple control areas; optimality condition decomposition method; renewable energy sources; transmission capacity; Convergence; Generators; Load modeling; Mathematical model; Optimization; Power systems; Wind forecasting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Power and Energy Society General Meeting, 2012 IEEE
  • Conference_Location
    San Diego, CA
  • ISSN
    1944-9925
  • Print_ISBN
    978-1-4673-2727-5
  • Electronic_ISBN
    1944-9925
  • Type

    conf

  • DOI
    10.1109/PESGM.2012.6344712
  • Filename
    6344712