基于预测的孤岛微电网优化

R. Brouwer, J. D. Akker, F. Dignum, W. Vermeiden
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引用次数: 0

摘要

在能源转型的背景下,微电网的运行管理成为一个日益重要的问题。在本文中,我们比较了两种孤岛微电网中规划发电机和存储单元的优化模型,同时处理了负荷和光伏预测的不确定性。这些模型与许多重新规划策略相结合,并通过对荷兰一个孤岛微电网的案例研究进行了评估。因此,我们的一种算法目前正在这个微电网中实现。在我们对案例研究的分析中,我们确定了在确定这些方法是否有用方面发挥重要作用的微电网特征,并展示了使用重新规划策略的有效性。
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Forecast-based Optimization of Islanded Microgrids
In the context of the energy transition, the operational management of microgrids becomes an issue of increasing importance. In this paper, we compare two optimization models for planning generators and storage units in an islanded microgrid, while dealing with uncertainty in load- and PV-forecasts. These models are combined with a number of re-planning strategies, and evaluated through a case study of an islanded microgrid in the Netherlands. As a result, one of our algorithms is currently implemented in this microgrid. In our analysis of the case study, we identify features of the microgrid that play an important role in determining whether these approaches are useful and we show the effectiveness of using re- planning strategies.
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