Supplying renewable energy to deferrable loads: Algorithms and economic analysis

A. Papavasiliou, S. Oren
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引用次数: 123

Abstract

In this paper we propose a direct coupling of renewable generation with deferrable demand in order to mitigate the unpredictable and non-controllable fluctuation of renewable power supply. We cast our problem in the form of a stochastic dynamic program and we characterize the value function of the problem in order to develop efficient solution methods. We develop and compare two algorithms for optimally supplying renewable power to time-flexible electricity loads in the presence of a spot market, backward dynamic programming and approximate dynamic programming. We describe how our proposition compares to price responsive demand in terms capacity gains and energy market revenues for renewable generators, and we determine the optimal capacity of deferrable demand which can be reliably coupled to renewable generation.
向可延期负荷提供可再生能源:算法和经济分析
本文提出了可再生能源发电与可延迟需求的直接耦合,以缓解可再生能源电力供应的不可预测和不可控制的波动。我们将问题以随机动态规划的形式来表达,并对问题的值函数进行表征,以便开发有效的求解方法。我们开发并比较了两种算法,用于在现货市场存在的情况下为时间灵活的电力负荷提供最佳的可再生能源,即后向动态规划和近似动态规划。我们描述了如何将我们的提议与可再生能源发电机组的容量增益和能源市场收入方面的价格响应需求进行比较,并确定了可可靠地与可再生能源发电相耦合的可延迟需求的最佳容量。
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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