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On the Interaction Between Aggregators, Electricity Markets and Residential Demand Response Providers

机译:聚集者,电力市场和居民需求响应提供者之间的相互作用

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摘要

To decarbonize the heating sector, residential consumers may install heat pumps. Coupled with heating loads with high thermal inertia, these thermostatically controlled loads may provide a significant source of demand side flexibility. Since the capacity of residential consumers is typically insufficient to take part in the day-ahead electricity market (DAM), aggregators act as mediators that monetize the flexibility of these loads through demand response (DR). In this paper, we study the strategic interactions between an aggregator, its consumers and the DAM using a bilevel optimization framework. The aggregator-consumer interaction is captured either as a Stackelberg or a Nash Bargaining Game, leveraging chance-constrained programming to model limited controllability of residential DR loads. The aggregator takes strategic positions in the DAM, considering the uncertainty on the market outcome, represented as a stochastic Stackelberg Game. Results show that the DR provider-aggregator cooperation may yield significant monetary benefits. The aggregator cost-effectively manages the uncertainty on the DAM outcome and the limited controllability of its consumers. The presented methodology may be used to assess the value of DR in a deregulated power system or may be directly integrated in the daily routine of DR aggregators.
机译:为了使供热部门脱碳,居民用户可以安装热泵。加上具有高热惯性的加热负载,这些恒温控制的负载可以提供需求侧灵活性的重要来源。由于居民用户的容量通常不足以参与日前电力市场(DAM),因此聚合器充当中介,通过需求响应(DR)货币化这些负载的灵活性。在本文中,我们使用双层优化框架研究了聚合器,其消费者和DAM之间的战略互动。聚集者与消费者的交互可以通过Stackelberg或Nash讨价还价博弈来捕获,利用机会受限的编程来建模住宅DR负载的有限可控性。考虑到市场结果的不确定性,聚合器在DAM中担任战略性职位,用随机Stackelberg博弈表示。结果表明,灾难恢复提供者与聚集者的合作可能会产生可观的货币收益。聚合器可以经济高效地管理DAM结果的不确定性以及其用户的可控性有限。所提出的方法可用于评估解除管制的电力系统中DR的价值,或者可直接集成到DR聚合器的日常工作中。

著录项

  • 来源
    《IEEE Transactions on Power Systems》 |2020年第2期|840-853|共14页
  • 作者

  • 作者单位

    Katholieke Univ Leuven Dept Mech Engn B-3001 Leuven Belgium|Flemish Inst Technol Res VITO B-2400 Mol Belgium|EnergyVille B-3600 Genk Belgium;

    Univ Zagreb Fac Elect Engn & Comp Zagreb 10000 Croatia;

    EnergyVille B-3600 Genk Belgium|VITO B-2400 Mol Belgium;

    Katholieke Univ Leuven Dept Mech Engn B-3001 Leuven Belgium|EnergyVille B-3600 Genk Belgium;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Aggregator; chance-constrained programming; Nash bargaining game; Stackelberg game; demand response; thermostatically controlled loads;

    机译:聚合器;机会受限的编程;纳什讨价还价游戏;Stackelberg游戏;需求响应;恒温控制负载;

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