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Prospect Theoretic Analysis of Energy Exchange Among Microgrids

机译:微电网之间能量交换的前瞻理论分析

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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.
机译:研究了能够在智能电网中使用可再生能源发电的微电网(MG)之间的能量交换。由于MG具有自主性并可以控制其能量交换,因此前景理论是提供以用户为中心的MG电力交易观点的有用工具。更具体地说,在本文中,也将作为备用能源供应而与电厂相连的MG之间的能量交换公式化为基于前景理论的静态博弈,并在各种情况下提供了纳什均衡。在结果评估过程中评估用户客观权重对游戏性能的影响。仿真结果表明,当电池电量高(或低)时,用户的主观性倾向于夸大销售和购买概率,从而降低了整体效用,并增加了在电池电量低或MG价格低时购买的能源量。还提供了定价体系的条件,以确保能源交换系统不受MG的主观影响。

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