Effect of hydrogen constraints on predicting thermal conductivity of hydrocarbons in molecular dynamics simulation

IF 2.8 3区 工程技术 Q3 CHEMISTRY, PHYSICAL Fluid Phase Equilibria Pub Date : 2024-09-13 DOI:10.1016/j.fluid.2024.114230
Xueming Yang , Yongfu Ma , Chang Ji , Zhijin Guo , Jianfei Xie
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Abstract

Large overestimation has been reported while predicting the thermal conductivity of hydrocarbons using an all-atom force field model in molecular dynamics (MD) simulations. Although it has been guessed as resulting from the high-frequency vibration of the hydrogen atoms and hydrogen constraints method is suggested to be employed to reduce the deviation, how hydrogen constraints affect the heat conduction and local structure of hydrocarbons in MD simulation is still not fully understood. In this work, the effect of hydrogen constraints on the prediction of thermal conductivity of n-decane in MD simulations with the all-atom force field is studied. The results show that the deviation of the thermal conductivity of n-decane can be narrowed down by 72.48 % in simulations if the hydrogen constraints with a SHAKE algorithm is employed. The analysis of heat flux decomposition indicates that employing hydrogen constraints can reduce the contribution of transport term and non-bonded interactions to the heat flux, which in turn can help improve the accuracy while predicting the thermal conductivity in MD simulations. Furthermore, results of the vibrational density of states show that hydrogen constraints can dismiss the high-frequency vibration mode of molecules, thus effectively reducing the overestimation of thermal conductivity of hydrocarbon systems in MD simulations. The findings of this work sheds light on the molecular mechanism of heat transfer in hydrocarbon systems.

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氢约束对分子动力学模拟中碳氢化合物导热性预测的影响
据报道,在分子动力学(MD)模拟中使用全原子力场模型预测碳氢化合物的热导率时,出现了很大的高估。虽然有人猜测这是由于氢原子的高频振动造成的,并建议采用氢约束方法来减少偏差,但氢约束如何影响 MD 模拟中碳氢化合物的热传导和局部结构仍未完全清楚。本文研究了在全原子力场的 MD 模拟中氢约束对正癸烷热导率预测的影响。结果表明,如果采用 SHAKE 算法的氢约束,正癸烷的热导率偏差可缩小 72.48%。对热通量分解的分析表明,采用氢约束可以减少输运项和非键相互作用对热通量的贡献,从而有助于提高 MD 模拟中热导率预测的准确性。此外,振动状态密度的结果表明,氢约束可以消除分子的高频振动模式,从而有效降低 MD 模拟中对碳氢化合物体系热导率的高估。这项研究成果揭示了碳氢化合物体系的分子传热机理。
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来源期刊
Fluid Phase Equilibria
Fluid Phase Equilibria 工程技术-工程:化工
CiteScore
5.30
自引率
15.40%
发文量
223
审稿时长
53 days
期刊介绍: Fluid Phase Equilibria publishes high-quality papers dealing with experimental, theoretical, and applied research related to equilibrium and transport properties of fluids, solids, and interfaces. Subjects of interest include physical/phase and chemical equilibria; equilibrium and nonequilibrium thermophysical properties; fundamental thermodynamic relations; and stability. The systems central to the journal include pure substances and mixtures of organic and inorganic materials, including polymers, biochemicals, and surfactants with sufficient characterization of composition and purity for the results to be reproduced. Alloys are of interest only when thermodynamic studies are included, purely material studies will not be considered. In all cases, authors are expected to provide physical or chemical interpretations of the results. Experimental research can include measurements under all conditions of temperature, pressure, and composition, including critical and supercritical. Measurements are to be associated with systems and conditions of fundamental or applied interest, and may not be only a collection of routine data, such as physical property or solubility measurements at limited pressures and temperatures close to ambient, or surfactant studies focussed strictly on micellisation or micelle structure. Papers reporting common data must be accompanied by new physical insights and/or contemporary or new theory or techniques.
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