Comparing demand side management approaches

A. Molderink, V. Bakker, J. Hurink, G. Smit
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引用次数: 24

Abstract

Due to increasing energy prices and the greenhouse effect, a more efficient energy supply is desirable, preferably based on renewable sources. To cope with the decrease of flexibility due to the introduction of renewables in production side of the supply chain, a more flexible consumer side is required. In literature, a lot of management methodologies are proposed to exploit the flexibility of consuming devices. Due to the large number of devices, these methodologies are often based on cost functions. Comparing the results of different methodologies is hard since differences in results can be caused by the methodologies itself or by less good defined cost functions. In this paper an auction based realtime control is compared with an ILP based realtime control using identical cost functions. Furthermore, the influence of planning on these strategies is studied. The simulation results show that planning leads to better and more predictable results. Furthermore, planning is best combined with an auction. However, the auction should slightly be altered to decrease communication and to be able to cope with (local) grid constraints.
比较需求侧管理方法
由于不断上涨的能源价格和温室效应,更有效的能源供应是可取的,最好是基于可再生能源。为了应对由于在供应链的生产端引入可再生能源而导致的灵活性下降,需要一个更灵活的消费者端。在文献中,提出了许多管理方法来利用消费设备的灵活性。由于设备数量众多,这些方法通常基于成本函数。比较不同方法的结果是困难的,因为结果的差异可能是由方法本身或定义不太好的成本函数引起的。本文将基于拍卖的实时控制与基于ILP的实时控制进行了比较。此外,还研究了规划对这些策略的影响。仿真结果表明,规划可以得到更好、更可预测的结果。此外,规划最好与拍卖结合起来。然而,拍卖应该稍微改变,以减少通信,并能够应付(本地)网格约束。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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