A Game Theoretic Approach to Demand Side Management in Smart Grid with Multiple Energy Sources and Storage

被引:0
作者
Lahiri, Aritra Kumar [1 ]
Vasani, Ashwin [1 ]
Kulkarni, Sumanth [1 ]
Rawat, Nishant [1 ]
机构
[1] Arizona State Univ, Sch Comp Informat Decis Syst Engn, Tempe, AZ 85281 USA
关键词
Demand side management; utility; smart grid; solar; battery; energy provider; fairness; proportional division; utilitarian division; Nash equilibrium;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
A smart grid is an advancement in electrical grid which includes a variety of operational and energy measures. To utilize energy distribution in an efficient manner, demand side management has become the fore-runner. In our research paper, we use game theory as a tool to model our system as a Stackelberg game. We make use of different energy sources like solar energy, energy from battery and energy from the provider to run appliances of a subscriber. We consider the scenario where the subscriber can give excess energy that is generated, back to the grid, thereby reducing the load on the grid during peak hours. We design a pricing scheme to calculate the utilities of the subscriber and the provider and show how our model maximizes the utility of the entire system, thereby showing the existence of a Nash equilibrium.
引用
收藏
页码:20 / 27
页数:8
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