• DocumentCode
    715087
  • Title

    Distributed sustainable generation dispatch via evolutionary games

  • Author

    Srikantha, Pirathayini ; Kundur, Deepa

  • Author_Institution
    Edward S. Rogers Sr. Dept. of Electr. & Comput. Eng., Univ. of Toronto, Rogers, AR, USA
  • fYear
    2015
  • fDate
    18-20 Feb. 2015
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Today´s power grid is provisioned conservatively for rarely occurring demand peaks. These peaks are served by flexible generation systems that are typically costly and have significant carbon footprint. Distributed power sources such as wind turbines and solar panels are sustainable but unreliable as these have inherently variable generation capacities. An effective power dispatch management system is necessary to harness the significant generation potential of these intermittent systems. In this work, a novel scheme is proposed which leverages upon the recent cyber-enablement in the power grid to distributively dispatch a large number of strategically interacting small-scale variable generators. We incorporate evolutionary game theoretic techniques into the formulation of the dispatch strategy as it provides an opportunity to model the aggregate behaviour of tactical agents making inter-dependent decisions and aids with establishing deterministic steady state predictions of the system state. Numerical and theoretical results presented in this work show that the proposed strategy is highly scalable and enables real-time power dispatch of intermittent systems while maintaining low computational overhead.
  • Keywords
    distributed power generation; evolutionary computation; game theory; numerical analysis; power generation dispatch; power grids; power system management; sustainable development; carbon footprint; cyber-enablement; deterministic steady state prediction; distributed power source; distributed sustainable generation dispatch; evolutionary game theoretic technique; intermittent system; numerical analysis; power dispatch management system; power grid; small-scale variable generator; solar panel; wind turbine; Aggregates; Convergence; Games; Sociology; Statistics; Switches; Trajectory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Smart Grid Technologies Conference (ISGT), 2015 IEEE Power & Energy Society
  • Conference_Location
    Washington, DC
  • Type

    conf

  • DOI
    10.1109/ISGT.2015.7131790
  • Filename
    7131790