Prospect Theoretic Analysis of Energy Exchange Among Microgrids

被引:93
作者
Xiao, Liang [1 ]
Mandayam, Narayan B. [2 ]
Poor, H. Vincent [3 ]
机构
[1] Xiamen Univ, Dept Commun Engn, Xiamen 361005, Peoples R China
[2] Rutgers State Univ, Dept Elect & Comp Engn, Wireless Informat Network Lab, New Brunswick, NJ 08816 USA
[3] Princeton Univ, Dept Elect Engn, Princeton, NJ 08544 USA
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
Energy exchange; game theory; microgrids (MGs); prospect theory (PT);
D O I
10.1109/TSG.2014.2352335
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The energy exchange between microgrids (MGs) that are capable of generating power from renewable energy sources in smart grids is investigated. As MGs are autonomous and have control over their energy exchange, prospect theory is a useful tool to provide a user-centric view on MG power trading. More specifically, in this paper, the energy exchange among MGs that are also connected to a power plant as a backup energy supply is formulated as a prospect theory-based static game and Nash equilibria are provided under various scenarios. The impact of user objective weight is evaluated during the outcome evaluation on the performance of the game. Simulation results show that user subjectivity tends to exaggerate selling and buying probabilities when battery levels are high (and low), and thus decreases the overall utility and increases the amount of the energy bought at either low battery levels or low MG selling prices. Conditions on the pricing system to ensure that the energy exchange system is not impacted by the subjective view of MGs are also provided.
引用
收藏
页码:63 / 72
页数:10
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