发电机组承诺实例

IF 1.5 4区 管理学 Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Top Pub Date : 2023-10-11 DOI:10.1007/s11750-023-00660-w
Dimitri Thomopulos, Claudia d'Ambrosio, Wim van Ackooij, Marc Stéfanon
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引用次数: 1

摘要

处理级联水库系统是一个重要的能量管理优化问题。这些问题的困难部分源于水力生产函数的建模。获取数据并不总是那么容易。为了解决这个问题,本文提出并描述了一个现实的实例生成器,构建不同难度的实例。目前在文献中没有针对这些问题的具体数据格式。此外,符号和公式往往变化很大。实例和案例研究很少可用,或者不适用于这些问题的不同变体。该发电机的目的也是第一次尝试开发一种共享数据格式,用于不同类型的水力发电机组投入问题,并寻求调解对水力发电厂优化感兴趣的不同部门的需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Generating hydro unit commitment instances
Handling cascading reservoir systems is an important energy management optimization problem. The difficulty of these problems stems, in part, from the modeling of the hydro-production function. Data are not always easy to come by. To remedy this issue, this paper proposes and describes a realistic instance generator, building instances of varying difficulty. No specific data format for these problems is currently available in the literature. In addition, both notation and formulations tend to vary widely. Instances and case studies are poorly available or otherwise not applicable to different variants of these problems. The purpose of the generator is also a first attempt to develop a shared data format useful for different variants of hydro unit commitment problems and seeks to mediate the needs of different sectors interested in the optimization of hydropower plants.
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来源期刊
Top
Top 管理科学-运筹学与管理科学
CiteScore
3.70
自引率
0.00%
发文量
26
审稿时长
>12 weeks
期刊介绍: TOP publishes original papers that significantly contribute to the theory and methodology of Operations Research, or to the practice of Data Driven Decision Making through innovative applications of Operations Research.
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