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A Stackelberg Game Approach for Two-Level Distributed Energy Management in Smart Grids

机译:用于两级分布式能量管理的stackelberg博弈方法   在智能电网中

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摘要

The pursuit of sustainability motivates microgrids that depend on distributedresources to produce more renewable energies. An efficient operation andplanning relies on a holistic framework that takes into account theinterdependent decision-making of the generators of the existing power gridsand the distributed resources of the microgrid in the integrated system. Tothis end, we use a Stackelberg game-theoretic framework to study theinteractions between generators (leaders) and microgrids (followers). Entitieson both sides make strategic decisions on the amount of power generation tomaximize their payoffs. Our framework not only takes into account the economicfactors but also incorporates the stability and efficiency of the smart grid,such as the power flow constraints and voltage angle regulations. We developthree update schemes for both generators and microgrids, respectively, andamong which a fully distributed algorithm enabled by phasor measurement unitsis presented. The distributed algorithm merely requires the information ofvoltage angles at local buses for updates, and its convergence to the uniqueequilibrium is shown. We further develop the implementation architectures ofthe update schemes in the smart grid. Finally, case studies are used tocorroborate the effectiveness of the proposed algorithms.
机译:对可持续性的追求激发了依靠分布式资源的微电网来生产更多的可再生能源。有效的运营和计划依赖于一个整体框架,该框架考虑了现有电网的发电机与微电网在集成系统中的分布式资源之间的相互依赖。为此,我们使用Stackelberg博弈论框架研究发电机(领导者)与微电网(跟随者)之间的相互作用。双方实体对发电量进行战略决策,以最大程度地提高收益。我们的框架不仅考虑了经济因素,而且还融合了智能电网的稳定性和效率,例如潮流限制和电压角度调节。我们分别针对发电机和微电网开发了三种更新方案,其中提出了一种由相量测量单元实现的全分布式算法。分布式算法仅需要本地总线上的电压角信息即可更新,并显示了其与唯一平衡的收敛性。我们进一步开发了智能电网中更新方案的实现架构。最后,通过案例研究来证实所提出算法的有效性。

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    Chen, Juntao; Zhu, Quanyan;

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  • 年度 2017
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