Title :
Study on the equilibrium dispatching strategy in microgrid based on replicator dynamics algorithm
Author :
Ai Xin ; Chen Wei
Author_Institution :
State Key Lab. of Alternate Electr. Power Syst. With Renewable Energy Sources, North China Electr. Power Univ., Beijing, China
Abstract :
This paper proposes an optimal dispatching model and solution of Microgrid (MG) under the environment of new energy power system, makes use of replicator dynamics (RD) model mentioned in the evolutionary game theory to treat the resource allocation problem in MG, builds a equilibrium dispatching model based on distributed generator (DG) in MG, and also puts forward all-win equilibrium dispatching model based on DG in MG through analyzing fitness coefficient and adjustable capacity of different kinds of DG. The simulation result shows that the RD algorithm has a good feasibility in terms of solving the dispatching of DG in MG. This method could be a good way for achieving equilibrium dispatching in MG.
Keywords :
distributed power generation; game theory; resource allocation; DG; MG; RD model; distributed generator; energy power system; equilibrium dispatching model; evolutionary game theory; microgrid; optimal dispatching model; replicator dynamics algorithm; resource allocation problem; Dispatching; Games; Heuristic algorithms; Mathematical model; Power system dynamics; Resource management; Dispatch; Evolutionary Game; Microgrid(MG); Multi Agent System(MAS); Replicator Dynamics Algorithm (RDA);
Conference_Titel :
Power and Energy Engineering Conference (APPEEC), 2013 IEEE PES Asia-Pacific
Conference_Location :
Kowloon
DOI :
10.1109/APPEEC.2013.6837229