人工智能引导质子在水合MOF中迁移的从头算分子动力学研究

IF 8.3 2区 工程技术 Q1 CHEMISTRY, PHYSICAL
Eman F. Shams , Hammed H.A.M. Hassan , Alexander P. Shevchenko , Yelizaveta A. Morkhova , Morsy Abu-Youssef
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引用次数: 0

摘要

质子交换膜燃料电池(pemfc)由于其低工作温度和高能量转换效率,近年来引起了人们的广泛关注。在这项工作中,我们从理论上证明了一种新的三维钠基金属有机框架(MOF UAX-2)具有高质子迁移导电性。钠基mof是罕见的,因为与钠离子结合的协调溶剂分子在激活时经常导致结构崩溃,因为这些溶剂被移除。值得注意的是,MOF UAX-2在室温及以上温度下保持其结构、热、动态和机械稳定性。采用SIESTA软件包中实现的Verlet积分算法,利用从头算分子动力学(AIMD)模拟研究了质子在MOF内的输运机制。模拟在不同温度、质子位置和初始速度条件下进行。这项研究提出MOF UAX-2作为下一代燃料电池技术中质子交换膜(PEM)的有希望的候选材料。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

AI-guided ab initio molecular dynamics study of proton migration in a hydrated MOF for PEMFC applications

AI-guided ab initio molecular dynamics study of proton migration in a hydrated MOF for PEMFC applications
Proton exchange membrane fuel cells (PEMFCs) have recently garnered attracted considerable attention due to their low operating temperatures and high energy conversion efficiencies. In this work, we theoretically demonstrate that a novel three-dimensional sodium-based metal-organic framework (MOF UAX-2) exhibits high proton migration conductivity. Sodium-based MOFs are rare, as the coordinated solvent molecules that bind to sodium ions often lead to structural collapse upon activation, as these solvents are removed. Remarkably, MOF UAX-2 retains its structural, thermal, dynamic, and mechanical stability at and above room temperature. The mechanism of proton transport within the MOF was investigated using ab initio molecular dynamics (AIMD) simulations, employing the Verlet integration algorithm as implemented in the SIESTA software package. Simulations were conducted across various temperatures, proton locations, and initial velocities conditions. This study proposes MOF UAX-2 as a promising candidate for use as a proton exchange membrane (PEM) in next-generation fuel cell technologies.
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来源期刊
International Journal of Hydrogen Energy
International Journal of Hydrogen Energy 工程技术-环境科学
CiteScore
13.50
自引率
25.00%
发文量
3502
审稿时长
60 days
期刊介绍: The objective of the International Journal of Hydrogen Energy is to facilitate the exchange of new ideas, technological advancements, and research findings in the field of Hydrogen Energy among scientists and engineers worldwide. This journal showcases original research, both analytical and experimental, covering various aspects of Hydrogen Energy. These include production, storage, transmission, utilization, enabling technologies, environmental impact, economic considerations, and global perspectives on hydrogen and its carriers such as NH3, CH4, alcohols, etc. The utilization aspect encompasses various methods such as thermochemical (combustion), photochemical, electrochemical (fuel cells), and nuclear conversion of hydrogen, hydrogen isotopes, and hydrogen carriers into thermal, mechanical, and electrical energies. The applications of these energies can be found in transportation (including aerospace), industrial, commercial, and residential sectors.
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