再生能源生产DEZENT背景下的产消者聚合者

U. Montanari, Alain Tcheukam Siwe
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引用次数: 12

摘要

当前传统和集中式电力管理系统的消费者将在未来的智能电网中变得主动。他们的灵活性将使他们成为产消者。产消者(生产者-消费者)被定义为不仅消耗电力,而且还能生产和储存电力的用户。在电力市场中引入了集线器的新概念。聚合器利用产消者的积极参与,为电力市场提供商业服务。在本文中,我们关注的是产消者在电力购买或销售过程中在分布式环境中相互作用的电力市场模型。本文提出了一种基于DEZENT电力市场模型的新型聚合器。聚合器由一组产消者组成,他们利用强化学习和优化技术来规划他们的电力生产和消费阶段。在本文中,我们讨论了聚合器设计所基于的假设,并将其行为与欧盟地址项目中提出的聚合器的行为进行了比较。
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Prosumers as Aggregators in the DEZENT Context of Regenerative Power Production
Captive consumers of the current traditional and centralized power management systems will become proactive in the future of the smart grid. Their flexibilities will allow them to become prosumers. A prosumer (producer-consumer) is defined as a user that not only consumes electricity, but can also produce and store electricity. A new concept of aggregator has been introduced in the power market. The aggregator exploits the active participation of prosumers in order to provide commercial service in the power market. In this paper, we focus on power market models in which prosumers interact in a distributed environment during the purchase or sale of electric power. We propose a new aggregator which operates in the DEZENT power market model. The aggregator consists of a collection of prosumers who make use of reinforcement learning and of optimization techniques for the planning phase of their electricity production and consumption. In the paper we discuss the assumptions on which the aggregator design is based and we compare its behaviour with that of the aggregator proposed in the EU ADDRESS projects.
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