核电站灵活性的价值:多阶段随机动态程序设计方法

IF 6 2区 管理学 Q1 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Ange Blanchard, Olivier Massol
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引用次数: 0

摘要

在以间歇性可再生能源发电为主的未来电力系统中,核电站将越来越需要遵循不确定负荷。然而,法规和技术限制限制了负载跟踪操作的频率,使其有效分配至关重要。本文通过将核灵活性建模为随机动态规划框架内的库存约束,探讨了核灵活性的经济价值。我们展示了如何通过线性化近似将反应堆规模的非凸约束转化为舰队水平,从而允许分析在灵活性约束下运行的多个反应堆。使用随机双动态规划(SDDP)算法将该模型应用于2035年的法国电力系统,我们估计法国核舰队当前灵活性水平的边际值为100欧元/兆瓦。我们的研究结果表明,核能灵活性的提高提高了整个系统的成本效率,并改善了可再生能源的整合,其中太阳能发电的收益最大。然而,我们的研究结果表明,个别核运营商的利润最大化目标存在潜在的偏差,这可能会阻止他们增加灵活性,尽管这对系统是必要的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The value of nuclear power plants’ flexibility: A multistage stochastic dynamic programming approach
In future power systems dominated by intermittent renewable generation, nuclear power plants will increasingly need to follow uncertain loads. However, regulatory and technical constraints limit the frequency of load-following operations, making their efficient allocation crucial. This paper explores the economic value of nuclear flexibility by modeling it as a stock constraint within a stochastic dynamic programming framework. We show how non-convex constraints at the reactor-scale translate to the fleet level through a linearized approximation, allowing for the analysis of multiple reactors operating under flexibility constraints. Applying this model to the French electricity system in 2035 using the Stochastic Dual Dynamic Programming (SDDP) algorithm, we estimate a marginal value of EUR 100/MW for the current flexibility level of the French nuclear fleet. Our results show that increased nuclear flexibility enhances system-wide cost efficiency and improves the integration of renewables, with solar generation seeing the largest benefits. However, our findings suggest a potential misalignment with the profit-maximizing goals of individual nuclear operators, which may deter them from increasing flexibility despite its necessity for the system.
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来源期刊
European Journal of Operational Research
European Journal of Operational Research 管理科学-运筹学与管理科学
CiteScore
11.90
自引率
9.40%
发文量
786
审稿时长
8.2 months
期刊介绍: The European Journal of Operational Research (EJOR) publishes high quality, original papers that contribute to the methodology of operational research (OR) and to the practice of decision making.
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