论文标题
马尔可夫分散的合奏控制需求响应
Markovian Decentralized Ensemble Control for Demand Response
论文作者
论文摘要
随着智能电网和智能能源设备的发展，需求响应成为最经济和可行的解决方案之一，可以缓解高峰时段电网的负载应力。在这项工作中，我们提出了一个完全分散的集合控制框架，并基于随机策略，对需求响应（DR）事件和兼容控制方法的共识。我们表明，在量身定制的DR的共识下，我们提出的分散控制方法在近视和多阶段设置中都产生了与集中式控制方法相同的最优性。
With the advancement in smart grid and smart energy devices, demand response becomes one of the most economic and feasible solutions to ease the load stress of the power grids during peak hours. In this work, we propose a fully decentralized ensemble control framework with consensus for demand response (DR) events and compatible control methods based on random policies. We show that under the consensus that is tailored to DR, our proposed decentralized control method yields the same optimality as the centralized control method in both myopic and multistage settings.
