Robust and computationally efficient design for run-of-river hydropower

IF 4.8 2区 环境科学与生态学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Veysel Yildiz , Solomon Brown , Charles Rougé
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引用次数: 0

Abstract

This paper introduces innovative approaches for robust and computationally efficient optimal design of run-of-river hydropower plants. Compared with existing design software, it (1) integrates optimized turbine operations into design optimization instead of following predefined operational rules, and (2) combines this with a regular sampling of the flow duration curve to significantly reduce data inputs. Our rigorous benchmarking demonstrates that (1) operation optimization improves design performance at low computational cost, whilst (2) data input reduction slashes computational costs by over 92% with minimal impact on design recommendations and key robustness analysis insights. Taken together, these innovations make integrated design and operation optimization, complete with in-depth robustness analysis, laptop-accessible. They also reinforce sustainability efforts by minimizing the need for high-performance computing and large associated embodied greenhouse gas emissions.

稳健且计算效率高的径流式水电设计
本文介绍了对径流式水电站进行稳健且计算效率高的优化设计的创新方法。与现有的设计软件相比,它(1) 将优化的水轮机运行集成到优化设计中,而不是遵循预定义的运行规则,(2) 将其与定期采样流量持续时间曲线相结合,以显著减少数据输入。我们严格的基准测试表明:(1) 运行优化以较低的计算成本提高了设计性能;(2) 减少数据输入将计算成本降低了 92% 以上,而对设计建议和关键稳健性分析见解的影响却微乎其微。总之,这些创新技术使设计和运行的综合优化,以及深入的稳健性分析,都可以通过笔记本电脑实现。它们还通过最大限度地减少对高性能计算的需求和大量相关的温室气体排放,加强了可持续发展的努力。
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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来源期刊
Environmental Modelling & Software
Environmental Modelling & Software 工程技术-工程:环境
CiteScore
9.30
自引率
8.20%
发文量
241
审稿时长
60 days
期刊介绍: Environmental Modelling & Software publishes contributions, in the form of research articles, reviews and short communications, on recent advances in environmental modelling and/or software. The aim is to improve our capacity to represent, understand, predict or manage the behaviour of environmental systems at all practical scales, and to communicate those improvements to a wide scientific and professional audience.
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