风能管理中可调度能源的最优控制

Q3 Mathematics
G. D’Amico, F. Petroni, R. A. Sobolewski
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引用次数: 3

摘要

风能的主要缺点在于其在时间上的可变性,这需要具体的策略来解决。一种这样的策略可以是将风力发电与可调度能源(DES)的协同发电协调起来,例如,热电站、热电联产电厂、燃气轮机或压缩空气储能。在本文中,我们考虑了一个能源生产商,它通过风电场和DES发电,并将生产的能源出售给一个孤立的电网。在给定该能源单位成本的情况下,我们确定了电力生产商应该购买和使用的最优DES发电量,以对冲通过风力涡轮机生产能源所固有的风险。考虑风电机组发电量与电价之间可能存在的依赖关系,通过求解静态优化问题,利用耦合函数确定最优量。研究了几种特殊情况,使其能够以解析封闭形式确定最优解。最后,以位于波兰和波兰电力交易所的实际48兆瓦风电场为例,说明了在实际问题中实施该模型的可能性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimal Control of a Dispatchable Energy Source for Wind Energy Management
Abstract The major drawback of wind energy relies in its variability in time, which necessitates specific strategies to be settled. One such strategy can be the coordination of wind power production with a co-located power generation of dispatchable energy source (DES), e.g., thermal power station, combined heat and power plant, gas turbine or compressed air energy storage. In this paper, we consider an energy producer that generates power by means of a wind park and of a DES and sells the produced energy to an isolated grid. We determine the optimal quantity of energy produced by a DES, given the unit cost of this energy, that a power producer should buy and use to hedge against the risk inherent in the production of energy through wind turbines. We determine the optimal quantity by solving a static optimization problem taking into account the possible dependence between the amount of energy produced by wind turbines and electricity prices by using a copula function. Several particular cases are studied that allow the determination of the optimal solution in an analytical closed form. Finally, a numerical example concerning a real 48 MW wind farm located in Poland and Polish Power Exchange shows the possibility of implementing the model in real-life problems.
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来源期刊
Stochastics and Quality Control
Stochastics and Quality Control Mathematics-Discrete Mathematics and Combinatorics
CiteScore
1.10
自引率
0.00%
发文量
12
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