用于无定形碳纳米多孔材料流体结构分析的 3D-cDFT 与 GCMC 仿真的比较

IF 3 4区 工程技术 Q3 CHEMISTRY, PHYSICAL Adsorption Pub Date : 2024-04-16 DOI:10.1007/s10450-024-00444-z
Lucas J. dos Santos, Elvis do A. Soares, Amaro G. Barreto Jr., Frederico W. Tavares
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引用次数: 0

摘要

研究纳米多孔材料中的流体行为对于气体存储、分离和催化应用至关重要。在此,我们比较了两种用于分析无定形纳米多孔碳材料中流体结构的计算方法:三维(3D)经典密度泛函理论(cDFT)和大规范蒙特卡罗(GCMC)模拟。我们扩展了最近开发的三维-cDFT,使密度剖面分析无需对称性假设,从而提高了其在更广泛的多孔材料中的适用性。我们提供了理论概述,并讨论了每种方法的优势和局限性。我们的结果突出了 3D-cDFT 和 GCMC 模拟的准确性,同时强调了计算成本、精度和范围方面的差异。我们还探讨了无定形碳纳米孔的非晶结构对流体结构和吸附等温线以及流体-流体和流体-固体相互作用的影响。我们为纳米多孔材料流体结构分析中计算方法的选择提供了启示,从而指导未来研究和优化先进材料的开发,使其应用于多种领域。
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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Comparison of 3D-cDFT and GCMC simulations for fluid–structure analysis in amorphous carbon nanoporous materials

Investigating fluid behavior in nanoporous materials is essential for gas storage, separation, and catalysis applications. Here, we present a comparison of two computational methods for fluid–structure analysis in amorphous nanoporous carbon materials: three-dimensional (3D) classical density functional theory (cDFT) and grand canonical Monte Carlo (GCMC) simulations. We extended our recent development of 3D-cDFT to allow density-profile analysis without symmetry assumptions, enhancing its applicability to a broader range of porous materials. We provide a theoretical overview and discuss the advantages and limitations of each method. Our results highlight the accuracy of both 3D-cDFT and GCMC simulations while emphasizing differences in computational cost, precision, and scope. We also explore the impact of the non-crystalline structure of amorphous carbon nanopores on fluid structure and adsorption isotherms, as well as fluid–fluid and fluid–solid interactions. We offer insights for selecting computational methods in fluid structure analysis of nanoporous materials, guiding future research and optimization in advanced material development for diverse applications.

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来源期刊
Adsorption
Adsorption 工程技术-工程:化工
CiteScore
8.10
自引率
3.00%
发文量
18
审稿时长
2.4 months
期刊介绍: The journal Adsorption provides authoritative information on adsorption and allied fields to scientists, engineers, and technologists throughout the world. The information takes the form of peer-reviewed articles, R&D notes, topical review papers, tutorial papers, book reviews, meeting announcements, and news. Coverage includes fundamental and practical aspects of adsorption: mathematics, thermodynamics, chemistry, and physics, as well as processes, applications, models engineering, and equipment design. Among the topics are Adsorbents: new materials, new synthesis techniques, characterization of structure and properties, and applications; Equilibria: novel theories or semi-empirical models, experimental data, and new measurement methods; Kinetics: new models, experimental data, and measurement methods. Processes: chemical, biochemical, environmental, and other applications, purification or bulk separation, fixed bed or moving bed systems, simulations, experiments, and design procedures.
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