Influence of variable supply and load flexibility on Demand-Side Management

H. Hildmann, F. Saffre
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引用次数: 18

Abstract

Demand-Side Management (DSM) refers to the shaping of the electrical load to improve the fit with the supply side [1]. One way to achieve this is to confront the user with a dynamic financial incentive to influence the demand. In previous work (see [2]) a crude reactive pricing algorithm has been shown to shave the peak of the aggregated load by over 25%. In this paper this approach is extended and evaluated in more detail. The algorithm is extended to cover scenarios where the supply is no longer fixed; its performance is investigated under varying conditions such as the percentage of the flexible load as well as the extent of the load's flexibility. The expected benefit of applying the algorithm to real world scenarios is predicted, allowing for an informed decision on whether or not to employ it in specific situations and under which pricing conditions.
可变供给和负荷灵活性对需求侧管理的影响
需求侧管理(Demand-Side Management, DSM)是指对电力负荷进行整形,以提高其与供给侧的契合度[1]。实现这一目标的一种方法是向用户提供动态的财务激励,以影响需求。在之前的研究中(参见[2]),一种粗糙的无功定价算法已经被证明可以将总负荷的峰值削减25%以上。本文对该方法进行了更详细的扩展和评价。该算法扩展到供应不再固定的情况;在不同的条件下,如柔性载荷的百分比和载荷的柔性程度,它的性能进行了研究。预测了将该算法应用于现实世界场景的预期收益,允许在特定情况下以及在何种定价条件下做出是否使用该算法的明智决定。
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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