基于博弈论的住宅微电网共享发电和共享储能最优能量调度分布式控制方法

Raffaele Carli, M. Dotoli, Vittorio Palmisano
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引用次数: 6

摘要

本文提出了一种基于博弈论的分布式控制方法,用于需求侧消费者共享能源生产和储存,同时从电网购买更多的能源。将消费者负荷控制器与共享能源管理者之间的交互建模为两级博弈。将消费者之间的竞争表述为非合作博弈,将消费者负载与共享资源管理器之间的交互表述为合作博弈。优化问题是为每个参与者确定自己的最优策略。负载控制器和共享资源管理器的算法采用分布式方法实现。数值实验证明了该方法的有效性。
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A Distributed Control Approach Based on Game Theory for the Optimal Energy Scheduling of a Residential Microgrid with Shared Generation and Storage
This paper presents a distributed control approach based on game theory for the energy scheduling of demand-side consumers sharing energy production and storage while purchasing further energy from the grid. The interaction between the controllers of consumers’ loads and the manager of shared energy resources is modeled as a two-level game. The competition among consumers is formulated as a noncooperative game, while the interaction between the consumers’ loads and the shared resources manager is formulated as a cooperative game. optimization problems are stated for each player to determine their own optimal strategies. The algorithms for loads controllers and shared resources’ manager are implemented through a distributed approach. Numerical experiments show the effectiveness of the proposed scheme.
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