Lehrstuhl für Technische Thermodynamik, RWTH Aachen University, Aachen, Germany.
J Phys Chem B. 2011 Nov 10;115(44):12921-9. doi: 10.1021/jp208360s. Epub 2011 Oct 18.
A methodology for computing Fick diffusivities directly from equilibrium molecular dynamics (MD) simulations is presented and validated for acetone-methanol and acetone-tetrachloromethane liquid mixtures. Fick diffusivities are obtained from Maxwell-Stefan (MS) diffusivities and the so-called thermodynamic factor. MS diffusivities describe the friction between different components, while the thermodynamic factor is the concentration derivative of the activity describing the deviation from ideal mixing behavior. It is important to note that all mutual diffusion experiments measure Fick diffusion coefficients, while molecular simulation provides MS diffusivities. The required thermodynamic factor to convert MS into Fick diffusivities and vice versa, however, is usually difficult to extract from both simulations and experiments leaving a gap between theory and application. Here, we employ our novel method to compute the thermodynamic factor from small-scale density fluctuations in equilibrium MD simulations [Chem. Phys. Lett.2011, 504, 199-201]. Previously, this method was developed and validated for molecules with single interaction sites only. In this work, we applied this method to acetone-methanol and acetone-tetrachloromethane liquid mixtures and show that the method also works well in these more complex systems. This provides the missing step to extract Fick diffusion coefficients directly from equilibrium MD simulations. The computed Fick diffusivities of acetone-methanol and acetone-tetrachloromethane mixtures are in excellent agreement with experimental values. The suggested framework thus provides an efficient route to model diffusion in liquids on the basis of a consistent molecular picture.
本文提出了一种从平衡分子动力学(MD)模拟中直接计算菲克扩散系数的方法,并对丙酮-甲醇和丙酮-四氯化碳液体混合物进行了验证。菲克扩散系数是通过麦克斯韦-斯蒂芬(MS)扩散系数和所谓的热力学因子获得的。MS 扩散系数描述了不同组分之间的摩擦,而热力学因子是描述偏离理想混合行为的活度的浓度导数。需要注意的是,所有的互扩散实验都测量菲克扩散系数,而分子模拟则提供 MS 扩散系数。然而,将 MS 转化为菲克扩散系数和反之亦然所需的热力学因子通常难以从模拟和实验中提取,这使得理论和应用之间存在差距。在这里,我们利用我们的新方法从平衡 MD 模拟中的小尺度密度涨落中计算热力学因子[Chem. Phys. Lett.2011, 504, 199-201]。此前,该方法仅针对具有单个相互作用位点的分子进行了开发和验证。在这项工作中,我们将该方法应用于丙酮-甲醇和丙酮-四氯化碳液体混合物,并表明该方法在这些更复杂的系统中也能很好地工作。这为直接从平衡 MD 模拟中提取菲克扩散系数提供了缺失的步骤。计算得到的丙酮-甲醇和丙酮-四氯化碳混合物的菲克扩散系数与实验值非常吻合。因此,所提出的框架为基于一致的分子图像模拟液体中的扩散提供了一种有效的途径。