Improving Energy Outcomes in Dynamically Formed Micro-grid Coalitions

被引:0
作者
Yasir, Muhammad [1 ]
Purvis, Martin [1 ]
Purvis, Maryam [1 ]
Savarimuthu, Bastin Tony Roy [1 ]
机构
[1] Univ Otago, Dept Informat Sci, Dunedin, New Zealand
来源
COORDINATION, ORGANIZATIONS, INSTITUTIONS, AND NORMS IN AGENT SYSTEMS X | 2015年 / 9372卷
关键词
Renewable energy; Multi-agent systems; Coalition formation; Micro-grids;
D O I
10.1007/978-3-319-25420-3_16
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The energy micro-grid, which is a local energy network that generates and consumes its own electricity, has become an effective method for the rural electrification. Typically a micro-grid is also connected to the nearby external utility grid to sell and buy power. Any failures of the utility grid usually have negative implications on the micro-grid. Whenever there is a deficit of generation, a micro-grid is not able to meet its local demand, and as a result, the community that it serves suffers from the discomfort ("pain") of not meeting its demand. To address this problem, we present in this paper the idea of forming coalitions among micro-grids in order to reduce the pain level of the communities in the coalition. We describe how sharing among the communities in the coalition works and how membership in such communities can be changed dynamically. Based on our simulation experiments, we observe that a dynamic coalition formation approach can provide improved energy outcomes in a straightforward manner.
引用
收藏
页码:251 / 267
页数:17
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