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储能系统技术 ★ 5.0

通过混合整数非线性规划进行氢气网络拓扑优化:改造与新建设计情景的比较

Hydrogen network topology optimization by MINLP: Comparing retrofit with new-built design scenarios

作者 D.H.Jamali · C.Ganzer · K.Sundmacher
期刊 Applied Energy
出版日期 2025年1月
卷/期 第 400 卷
技术分类 储能系统技术
相关度评分 ★★★★★ 5.0 / 5.0
关键词 A MINLP model is developed for optimizing a hydrogen pipeline network topology.
语言:

中文摘要

摘要 实现从当前以化石能源为基础的能源供应体系向完全基于可再生能源的体系转型,快速且具有成本效益地发展氢气输送基础设施是不可或缺的一环。除了通过水电解、沼气重整或生物质气化等可持续方式生产氢气外,还必须建立并针对特定净零排放路径调整完善的绿色氢气输送、储存和分配系统。现有文献中,对管道网络中氢气输送的数学建模与优化问题常常被忽视或过度简化。此类简化可能导致能量和/或经济评估结果不准确,甚至危及基于模型的网络设计的可行性。在本研究中,我们提出了一种混合整数非线性规划(MINLP)方法,用于氢气管道网络的拓扑结构优化。该方法在满足气体管道水力特性、逻辑关系及安全约束的前提下,最小化总安装成本(TIC)。本文以爱尔兰天然气网络的(重新)设计作为案例研究,验证该可扩展MINLP模型的有效性。为兼顾拓扑优化中的短期与长期目标,研究考虑了三种不同的氢气需求情景。此外,还分析了多种网络设计情景,以评估不同拓扑结构的可行性与优势。案例研究结果表明,将现有的整个爱尔兰天然气网络全部改造用于氢气输送并非最具成本效益的解决方案。更重要的是,对多种需求情景的评估揭示了当前管道基础设施所能承载的氢气需求的上限,这引发了关于面对随时间增长的氢气需求时,如何科学设计未来氢气网络的深入思考。

English Abstract

Abstract Rapid and cost-effective development of a hydrogen distribution infrastructure is an indispensable element of the transition from the current fossil-based to a completely renewables-based energy supply system. In addition to sustainable hydrogen production, e.g. by water electrolysis, biogas reforming or biomass gasification, a comprehensive system for the transport, storage, and distribution of green hydrogen must be established and adapted to specific net-zero pathways. The mathematical modeling and optimization of hydrogen transport in pipeline networks have often been overlooked or simplified in the existing literature. Such simplifications can lead to inaccuracies in energetic and/or economic evaluations, and even jeopardize the feasibility of a model-based network design. In the present work, we develop a mixed-integer nonlinear programming (MINLP) approach for the topology optimization of a hydrogen pipeline network. It minimizes the total installed cost (TIC) while ensuring gas pipeline hydraulics, logical, and safety constraints. The Irish gas network (re-)design is considered as a case study for this extensible MINLP model. For covering both short- and long-term objectives in topology optimization, three different hydrogen demand scenarios are investigated. In addition, different network design scenarios are considered to assess the feasibility and benefits of different topologies. The results of this case study show that repurposing the entire existing Irish natural gas network is not the most cost-effective solution. Importantly, the evaluation of multiple demand scenarios reveals the limits of hydrogen demand that can be accommodated by the current pipeline infrastructure. This raises questions regarding the design of a hydrogen network facing an increasing demand over time.
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SunView 深度解读

该氢能管网拓扑优化研究对阳光电源绿氢制储系统具有重要参考价值。文中MINLP优化方法可应用于光伏制氢系统的能量管理:ST系列储能PCS可与电解槽协同优化,在管网压力约束下动态调节制氢功率;iSolarCloud平台可集成管网hydraulics模型,实现源-网-荷协调控制。研究揭示的既有管网改造经济性问题,启发阳光电源在氢能充能站布局时需同步考虑输配成本,优化SG光伏+储能+制氢一体化方案的选址与容量配置,提升全链条投资效益。