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首页> 外文期刊>Smart Grid, IEEE Transactions on >A Community-Based Energy Market Design Using Decentralized Decision-Making Under Uncertainty
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A Community-Based Energy Market Design Using Decentralized Decision-Making Under Uncertainty

机译：基于社区的能源市场设计，使用不确定性下的分散决策

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摘要

Moving to a user-centric approach is seen as a key change of paradigm in order to increase the efficiency and sustainability of energy systems. Massive integration of new economic agents such as prosumers and mobile or stationary storage will play a key role in the energy transition. In this article, a design of a community-based local energy market (CB-LEM) is proposed where the members are allowed to trade energy among each other through a local pool. The price is set on a day-ahead basis under the coordination of a Community Manager (CM). The novel aspect of this work is that every agent takes part in the determination of the local market price while deciding its own scheduling problem under uncertainty concerning renewable-energy generation and storage. After day-ahead clearing, real time operation and ex-post settlement of the local market by the CM are also explained in order to complete the proposed design. A real case study in a neighborhood in Amsterdam, The Netherlands, is used for testing the proposed framework. In addition, the performance of the ADMM-based clearing process is analyzed in terms of scalability and convergence.
机译：移动到以用户为中心的方法被视为范式的关键变化，以提高能量系统的效率和可持续性。大规模融合新的经济代理，如专业和移动或静止储存将在能源转型中发挥关键作用。在本文中，提出了一种基于社区的本地能源市场（CB-LEM）的设计，其中允许成员通过当地池互相交易能量。在社区经理（CM）的协调下，价格在未来前面的基础上。这项工作的新颖方面是，每个代理人都参与了当地市场价格的确定，同时在有关可再生能源生成和储存的不确定性下决定自己的调度问题。在前方的清算后，也可以解释CM通过CM的实时操作和本地市场的终止结算，以便完成所提出的设计。在荷兰阿姆斯特丹的一个附近的一个真正的案例研究，用于测试所提出的框架。此外，在可扩展性和收敛方面分析了基于ADMM的清算过程的性能。

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