Dual-objective optimization of photovoltaic and electrolyzer size ratios for hydrogen production: economic and carbon emissions perspectives

IF 5.9 Q2 ENERGY & FUELS
Francesco Guarino, Angelo Gucciardi, Fabio Massaro, Francesco Montana, Salvatore Ruffino
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引用次数: 0

Abstract

Hydrogen is a zero-emissions fuel that, if generated from renewable energy sources, can play a vital role in reducing carbon emissions across multiple sectors. Green hydrogen production plants are constrained by the availability of renewable sources and there is not a common sizing criterion to couple water electrolyzers with renewable technologies. This study aims at filling the research gap involving the preliminary sizing of water electrolyzers to be coupled with photovoltaic systems according to different objectives and final production targets. The problem was formulated and addressed using a MILP optimization algorithm in MATLAB and solved according to the minimum costs and minimum carbon emissions criteria. Additionally, the optimization algorithm was run on three different final demand scenarios: hydrogen production from stand-alone plant, production to meet hydrogen final demand, and production to meet hydrogen and electricity final demands. Results show that the optimal ratio is between about 1.8 and 2 in the cases with cost minimization, but it increases up to 5.75 when both costs and carbon emissions are taken into account.
光伏和电解槽制氢尺寸比的双目标优化:经济和碳排放视角
氢是一种零排放燃料,如果由可再生能源产生,可以在减少多个部门的碳排放方面发挥至关重要的作用。绿色制氢工厂受到可再生能源可用性的限制,并且没有将水电解槽与可再生技术相结合的通用规模标准。本研究旨在根据不同的目标和最终生产目标,填补水电电解槽与光伏系统耦合的初步尺寸研究空白。利用MATLAB中的MILP优化算法对问题进行了制定和求解,并按照最小成本和最小碳排放标准进行了求解。此外,优化算法在三种不同的最终需求场景下运行:独立工厂制氢、满足最终需求的生产和满足氢电最终需求的生产。结果表明,在成本最小的情况下,最优比值在1.8 ~ 2之间,而在同时考虑成本和碳排放的情况下,最优比值为5.75。
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
Renewable Energy Focus
Renewable Energy Focus Renewable Energy, Sustainability and the Environment
CiteScore
7.10
自引率
8.30%
发文量
0
审稿时长
48 days
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