基于效用函数的交互式需求侧管理方法

K. Matsumoto, Y. Takamuki, N. Mori, M. Kitayama
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引用次数: 17

摘要

计算市场已被建议作为资源分配、调度和优化问题的解决方案。本文描述了如何使用计算市场来处理需求侧管理的应用。需求侧管理使电力公司能够减少高峰负荷,从而节省资金。负载是在这种情况下消耗电能的任何设备。由于不同负荷数量较多,需求侧管理是一个复杂的优化问题。作者利用电力营销商的效用函数,提出了一种新的互动方法来解决这一问题。这种方法提供了对函数的在线估计。除此之外,它还可以处理客户的时变趋势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An interactive approach to demand side management based on utility functions
Computational markets have been suggested as a solution to resource allocation, scheduling, and optimization problems. This paper describes how computational markets can be used to handle the application of demand side management. Demand side management enables electric power companies to reduce peak loads and thereby save money. A load is any device that consumes electric energy in this situation. Due to the large number of different loads, demand side management is a complicated optimization problem. The authors present a new interactive approach to this problem by using utility functions of electric power marketers. This approach provides an online estimation of the functions. In addition to them, it can deal with time-variable tendency of customers.
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