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Demand-side management in smart grids: An evolutionary games perspective

机译:智能电网需求方管理:进化游戏视角

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In the context of smart energy grids, demand-side management refers to the ability of dynamically controlling and scheduling energy-consuming tasks. In one potential deployment scenario, smart appliances are controlled by a local intelligent software agents, which implement a given optimization algorithm for scheduling such tasks. The higher the fraction of users adopting such technology, the higher the advantage for the energy operator, due to the ability to control load curve and smooth peaks. At the same time, single users may incur some penalties, related to the fact that energy-consuming tasks may be deferred, thereby causing inconveniences. In this paper we take a game-theoretical perspective at demand-side management techniques. Tools and solution concepts from evolutionary games are employed: we are interested in the dynamics of the adoption of demand-side management schemes by intelligent software agents. We focus on distributed control schemes that can be enforced by the operator through pricing schemes. Agent-based numerical simulations are provided to validate our theoretical results.
机译:在智能能量网格的背景下,需求侧管理是指动态控制和调度能耗任务的能力。在一个潜在的部署方案中,智能设备由本地智能软件代理控制,其实现了用于调度此类任务的给定优化算法。采用这种技术的用户的比例越高,能量操作员的优势越高,由于控制负载曲线和光滑峰值的能力。与此同时,单一用户可能会产生一些处罚,与可能延期的能耗任务有关,从而造成不便。在本文中,我们采用了需求侧管理技术的游戏理论视角。雇用进化游戏的工具和解决方案概念:我们对智能软件代理商采用需求方管理方案的动态感兴趣。我们专注于运营商通过定价方案强制执行的分布式控制方案。提供基于代理的数值模拟以验证我们的理论结果。

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