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CONTINUUM/NANO-SCALE SIMULATION OF SURFACE DIFFUSION PROCESS IN FLOW

机译:流动中表面扩散过程的连续/纳米尺度模拟

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Fluid transport with diffusion through micro-ano- channels is found in many natural phenomena and industrial processes, including fluid transport or diffusion through nano-materials, molecular/atomistic transfer across nuclear pores or in the MEMS devices among other applications. Those nano-pores can be treated as nano-channels in the thin layers of the membranes. The transport phenomena of fluid in such small confined channels, usually in the size of ten molecular diameters or less, differs significantly from its bulk behaviors and cannot be described with continuum theory. In this case, molecular dynamics (MD) simulation, rather than continuum methods, is better suited to study the phenomena. The surface diffusion, related to both the fluid and solid material properties and the flow rate, can be used as a parameter for estimating the adsorbing capacity of a porous nano-material. The transport of fluids through porous materials occurs mainly by diffusion. In this study, a molecular-continuum hybrid scheme is used for the study of the diffusion in a representative Couette flow problem. By varying the velocity of the moving-solid wall, we investigated the effect of the shearing condition on the mass flux going through the pores. The relationship of the physical mechanisms and the transport phenomena (e.g. Fick's law) were then linked among the different length scales. Activated carbon with its high surface area has been emerging as a promising candidate for an adsorbent due to not only its stable thermodynamic and mechanical properties but also its homogenous and isotropic porous distribution and relatively even pore size. In this study, we focus on the characteristics of the permeation and the adsorption process between different gases and the carbon substrate under various shearing conditions. The investigation of the diffusion process of fluids through the pores of the nano-materials has become an interesting topic in recent decades. This investigation has been divided into two major areas: 1) the diffusivity estimation and 2) the transient diffusion rate. We apply a continuum/MD hybrid scheme to a model problem of various gases transport through a carbon substrate with several pores in a channel flow under different shear rates. Instead of inserting and deleting particles from the control volumes used in the DCV-GCMD method, we keep the number of particles in the simulation system constant. The interactions between fluid/fluid, fluid/solid and solid/solid are all assumed to be under Lennard-Jones potentials. In the modeled Couette flow, the two solid walls are constructed with nano-pores that allow fluids to go through the substrate to study the transient diffusion rate (flux). Before simulating the fluid transport through the nano-pores, we need to validate the natural diffusion properties of the bulk fluid. To do this, a system (as a cube) consisting of pure liquid argon molecules is used to perform the pure MD simulation. The radial distribution function (RDF) is used as the parameter to verify the natural diffusion of the liquid argon fluid in the bulk flow, which is a structural correlation. It describes the spherically averaged local organization around any given molecule. Figure 1 shows a good comparison of the radial distribution functions between the MD prediction and the experimental measurement of Eisenstein and Gingrich (1942). By comparing our calculation to Wu et al. (2008) under similar circumstances, we found that the average (from 8 pores) and corrected mass flux J · (RTh) is linearly proportional to the average pressure gradient along the pore. And the slope of this relationship is the transport diffusivity, which is 4.6 × 10~7 m~2/s under 273K and 4.9 × 10~(-7)m~2/s under 300K. This indicates that the current simulation follows the Fick's law exactly. Similarly, for other gases, the same linear relationships can also be obtained. These calculations are listed in Table 1 that shows the transport diffusivity increases with temperature. The mass fluxes of three gases at various pore widths are calculated as shown in Fig. 2. Generally, with larger pores, the mass fluxes increase. However, among three gases, the increase of H_2 is much faster than the other two gases because of hydrogen's smaller molecular size. In another word, smaller molecules as H_2 have faster diffusion rates during the adsorption process.
机译:在许多自然现象和工业过程中发现了通过微/纳米通道扩散的流体传输,包括通过纳米材料的流体传输或扩散,穿过核孔或MEMS器件的分子/原子传输以及其他应用。这些纳米孔可被视为膜薄层中的纳米通道。在如此小的封闭通道中,流体的传输现象通常为十个分子直径或更小,这与它的整体行为有很大的不同,因此不能用连续论来描述。在这种情况下,分子动力学(MD)模拟而不是连续体方法更适合于研究现象。与流体和固体材料的性质以及流速有关的表面扩散可以用作估计多孔纳米材料的吸附能力的参数。流体通过多孔材料的传输主要通过扩散发生。在这项研究中,分子-连续体混合方案用于研究代表性库埃特流问题中的扩散。通过改变活动固体壁的速度,我们研究了剪切条件对通过孔的质量通量的影响。然后将物理机制与传输现象(例如菲克定律)之间的关系联系在一起。具有高表面积的活性炭不仅由于其稳定的热力学和机械性能,而且由于其均质和各向同性的多孔分布以及相对均匀的孔径而成为一种有希望的吸附剂候选物。在这项研究中,我们着眼于在不同剪切条件下不同气体与碳基质之间的渗透特性和吸附过程。近几十年来,对流体通过纳米材料孔的扩散过程的研究已经成为一个有趣的话题。这项研究分为两个主要领域:1)扩散率估计和2)瞬态扩散率。我们将连续/ MD混合方案应用于模型问题,即在不同的剪切速率下,各种气体通过具有多个孔的碳基质传输通过碳基质。代替从DCV-GCMD方法中使用的控制体积中插入和删除粒子,我们使模拟系统中的粒子数保持恒定。流体/流体,流体/固体和固体/固体之间的相互作用都假定为处于Lennard-Jones势能下。在模拟的库埃特流中,两个实心壁都构造有纳米孔,这些纳米孔允许流体流过基质以研究瞬态扩散速率(通量)。在模拟通过纳米孔的流体传输之前,我们需要验证散装流体的自然扩散特性。为此,使用由纯液态氩分子组成的系统(作为立方体)来执行纯MD模拟。径向分布函数(RDF)用作参数来验证液态氩流体在整体流中的自然扩散,这是一种结构相关性。它描述了任何给定分子周围的球形平均局部组织。图1显示了MD预测与Eisenstein和Gingrich(1942)的实验测量值之间的径向分布函数的良好比较。通过将我们的计算结果与Wu等进行比较。 (2008)在相似的情况下,我们发现平均值(来自8个孔)和校正后的质量通量J·(RTh)与沿孔的平均压力梯度成线性比例。这种关系的斜率是传输扩散率,在273K下为4.6×10〜7 m〜2 / s,在300K下为4.9×10〜(-7)m〜2 / s。这表明当前的模拟完全遵循菲克定律。类似地,对于其他气体,也可以获得相同的线性关系。这些计算在表1中列出,该表显示了传输扩散系数随温度的升高而增加。如图2所示,计算了三种不同孔径的气体的质量通量。通常,孔越大,质量通量就越大。但是,在三种气体中,由于氢的分子尺寸较小,H_2的增加要比其他两种气体快得多。换句话说,较小的分子如H_2在吸附过程中具有较快的扩散速率。

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