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Cooperative Game-theoretic Approach to Load Balancing in Smart Grids with Community Energy Storage

机译:具有社区储能的智能电网负载均衡合作博弈理论

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摘要

In this paper, we propose a model for households to share energy from community energy storage (CES) such that both households and utility company benefit from CES. In addition to providing a range of ancillary grid services, CES can also be used for demand side management, to shave peaks and fill valleys in system load. We introduce a method stemming from consumer theory and cooperative game theory that uses CES to balance the load of an entire locality and manage household energy allocations respectively. Load balancing is derived as a geometric programming problem. Each household’s contribution to overall non-uniformity of the load profile is modeled using a characteristic function and Shapley values are used to allocate the amount and price of surplus energy stored in CES. The proposed method is able to perfectly balance the load while also making sure that each household is guaranteed a reduction in energy costs.
机译:在本文中,我们提出了一个家庭共享社区能源存储(CES)能源的模型,这样,家庭和公用事业公司都可以从CES中受益。除了提供一系列辅助网格服务,CES还可以用于需求侧管理,以减少系统负载中的峰值和填充谷值。我们介绍一种源自消费者理论和合作博弈理论的方法,该方法使用CES平衡整个地区的负载并分别管理家庭能源分配。负载平衡是作为几何规划问题而得出的。使用特征函数对每个家庭对负荷分布的整体不均匀性的贡献进行建模,并使用Shapley值分配存储在CES中的剩余能源的数量和价格。所提出的方法能够完美地平衡负载,同时还可以确保每个家庭都能减少能源成本。

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