一种利用多重线性逼近求解集成设计和调度优化框架的分解算法——以核能电氢联产为例

IF 3.9 2区 工程技术 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Taemin Heo , Dharik S. Mallapragada , Ruaridh Macdonald
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引用次数: 0

摘要

提出了一种热质集成、多副产物并网设施集成设计与调度优化的建模框架。该框架采用了一种利用多重线性近似的新型分解算法,能够在8760小时的年运行时间内实现高效优化,同时包含大量非线性约束,与以前的方法相比,提高了可扩展性和性能。我们将该框架应用于一个核电站(NPP)和高温蒸汽电解(HTSE)联产系统的优化。案例研究表明,在现实情况下,联合生产与独立HTSE相比具有成本竞争力。我们对H2的成本进行了敏感性分析,将其作为HTSE资本成本和电流密度限制的函数,这表明,在降低成本之前,早期的研发应侧重于将电流密度提高到3-4 a /cm2。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A decomposition algorithm using multiple linear approximations to solve integrated design and scheduling optimization frameworks — case study of nuclear based co-production of electricity and hydrogen
This study introduces a modeling framework for optimizing integrated design and scheduling (IDS) of grid-interactive facilities with heat and mass integration and multiple co-products. Using a novel decomposition algorithm utilizing multiple linear approximations, the framework enables efficient optimization over 8760 h of annual operation while including a large number of nonlinear constraints, improving scalability and performance compared to previous methods. We apply the framework to optimize a nuclear power plant (NPP) and high-temperature steam electrolysis (HTSE) co-production system. The case study shows that co-production can be cost-competitive with standalone HTSE under realistic scenarios. We perform a sensitivity analysis of the cost of H2 as a function of HTSE capital costs and current density limits, which suggests that early R&D should focus on increasing current density to 3–4 A/cm2 before targeting cost reductions.
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来源期刊
Computers & Chemical Engineering
Computers & Chemical Engineering 工程技术-工程:化工
CiteScore
8.70
自引率
14.00%
发文量
374
审稿时长
70 days
期刊介绍: Computers & Chemical Engineering is primarily a journal of record for new developments in the application of computing and systems technology to chemical engineering problems.
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