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
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;
Conference_Titel :
Innovative Smart Grid Technologies Conference (ISGT), 2015 IEEE Power & Energy Society
Conference_Location :
Washington, DC
DOI :
10.1109/ISGT.2015.7131790