利用模拟退火算法重建双(三乙氧基硅基)乙烷(BTESE)衍生膜的分子结构

IF 8.4 1区 工程技术 Q1 ENGINEERING, CHEMICAL Journal of Membrane Science Pub Date : 2024-07-15 DOI:10.1016/j.memsci.2024.123091
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摘要

1,2-双(三乙氧基硅基)乙烷(BTESE)衍生膜在气相/液相分离方面具有重大意义,但其化学结构、孔拓扑结构和渗透性之间的相互作用仍有待探索。这就凸显了建立一个能捕捉 BTESE 纳米结构及其孔隙内复杂传输的现实分子模型的必要性。考虑到两个重要因素(原子化学成分和物理密度),我们首先采用模拟退火程序重建了不同密度的 BTESE 模型数据库。通过比较 X 射线衍射图样和实验数据,我们发现分子模拟策略中使用的反应力场捕捉到了 BTESE 纳米结构的非晶体性质。特别是,分子纹理参数经筛选后与实验密度相匹配。然后,我们利用径向分布函数、键序和原子偏电荷提取 BTESE 模型。化学键特征表明,我们的 BTESE 模型由碳-硅-氧骨架和少量小分子组成。此外,我们发现 BTESE 模型的孔径分布与实验数据十分吻合。实验中观察到的孔隙拓扑结构对气体持久性的筛分效应可以很好地用这种分子图像来解释。这些针对现实分子模型和孔隙拓扑结构的发现为探究化学结构与 BTESE 衍生膜以及其他有机硅膜孔隙内气体传输之间的关系提供了一种方法。
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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Molecular reconstruction of bis(triethoxysilyl)ethane (BTESE)-derived membranes using simulated annealing algorithm

1,2-bis(triethoxysilyl)ethane (BTESE)-derived membranes are of great interest in gas-/liquid-phase separations, while the interplay between their chemical structure, pore topology, and permeability remains unexplored. This highlights the need for a realistic molecular model that captures the BTESE’s nanostructure and the complex transport within its pores. By considering the two important ingredients (atomic chemical composition and physical density), we first employ the simulated annealing procedure to reconstruct a database of the BTESE models of different densities. By comparing the X-ray diffraction pattern with the experimental data, the reactive force field used in our molecular simulations strategy is found to capture the amorphous nature of the BTESE’s nanostructure. In particular, the molecular texture parameters are screened to match the experimental density. We then turn to extract our BTESE models using the radial distribution function, bond order, and atomic partial charge. The chemical bonding features show that our BTESE model consists of the carbon–silicon–oxygen backbone with a few small molecules formed. Moreover, the pore size distribution of our BTESE model is found to be in good agreement with the experimental data. The sieving effect of the pore topology on the gas permanence observed in experiments is found to be well explained by such a molecular picture. These findings for the realistic molecular model and pore topology provide a means to probe the relationship between chemical structure and the gas transport within pores of the BTESE-derived membranes, as well as other organosilica membranes.

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来源期刊
Journal of Membrane Science
Journal of Membrane Science 工程技术-高分子科学
CiteScore
17.10
自引率
17.90%
发文量
1031
审稿时长
2.5 months
期刊介绍: The Journal of Membrane Science is a publication that focuses on membrane systems and is aimed at academic and industrial chemists, chemical engineers, materials scientists, and membranologists. It publishes original research and reviews on various aspects of membrane transport, membrane formation/structure, fouling, module/process design, and processes/applications. The journal primarily focuses on the structure, function, and performance of non-biological membranes but also includes papers that relate to biological membranes. The Journal of Membrane Science publishes Full Text Papers, State-of-the-Art Reviews, Letters to the Editor, and Perspectives.
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