Title :
Game theoretic optimization of DC micro-grids without a communication infrastructure
Author :
Ekneligoda, Nishantha C. ; Weaver, Wayne W.
Author_Institution :
Dept. of Electr. Eng., Tuskegee Univ., Tuskegee, AL, USA
Abstract :
This paper proposes an algorithm to optimize the steady-state operating point in Small Scale Power Systems (SSPS) without the need for communication channels. The approach follows a game theoretic framework with a modification of objectives inside the SSPS. The players are able to minimize a modified objective which gives a improved cost for their initial local objectives. This modified objective is a function of initial local objectives and augmented non-cooperative game. The new game has multiple Nash equilibriums (NE) and therefore players get the opportunity to shift their operating point to a better one while keeping the game condition non-cooperative and without the need for a communication infrastructure. Further, the modified objective is a simple function of players´ initial local objectives. Therefore, this method can be easily implemented in the hardware system even with player higher nonliner objectives.
Keywords :
distributed power generation; game theory; optimisation; DC microgrids; Nash equilibrium; SSPS; augmented noncooperative game; game theoretic optimization; initial local objectives; small scale power systems; steady-state operating point; Games; Impedance; Load modeling; Mathematical model; Nash equilibrium; Optimization; Power systems; Distributed control; game theory; micro-grids; modified objectives; team players; without communication;
Conference_Titel :
Power Systems Conference (PSC), 2014 Clemson University
Conference_Location :
Clemson, SC
DOI :
10.1109/PSC.2014.6808112