智能电网中大规模用户集成的聚合器评价

Samira Rahnama, S. E. Shafiei, J. Stoustrup, H. Rasmussen, J. Bendtsen
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引用次数: 20

摘要

利用消费者来减轻不断增加的可再生资源对电力系统的影响是未来智能电网的愿景之一。灵活的消费者是指能够改变自己的消费模式,从而帮助电网解决平衡问题的消费者。在之前的工作中,我们提出了一种分层结构,仅利用消费单元向电网提供调节功率。这项工作的主要重点是设计一个集中的控制器,即所谓的聚合器,它负责以最优的方式聚合灵活性。为了完成优化,聚合器需要一个描述每个消费单元行为的模型。这些模型应该足够简单,以便在优化任务中使用。然而,简单的模型可能无法捕获真实系统的所有动态和特征。在本文中,我们将评估所提出的设置,以了解简化模型的使用在多大程度上可以导致合理的结果。为此,我们将把聚合器连接到一个实际超市制冷系统的复杂且经过验证的模型,该模型使我们能够研究整个装置的闭环行为。
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Evaluation of Aggregators for Integration of Large-scale Consumers in Smart Grid
Abstract Utilization of consumers to mitigate the impact of increasing renewable resources on power systems is one of the visions of future smart grids. Flexible consumers are consumers who can change their consumption patterns in such a way as to help the grid to tackle the balancing problem. In previous work, we proposed a hierarchical structure to provide regulating power to the grid by just utilizing the consumption units. The main focus of that work was on designing a centralized controller, a so-called aggregator, which is responsible for aggregating the flexibilities in an optimal way. To accomplish the optimization, the aggregator requires a model which describes the behavior of each consumption unit. These models should be sufficiently simple to be used in the optimization task. However, simple models might not capture all dynamics and features of the real system. In this paper, we will evaluate the proposed setup to understand to what extent the utilization of simplified models can lead to reasonable results. To this end, we will connect the aggregator to a complex and verified model of an actual supermarket refrigeration system which enables us to investigate the closed-loop behavior of the whole set-up.
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