Jiang Chuntao, Zhang Yongbin
School of Mathematics and Statistics, Xinyang Normal University, Xinyang, Henan Province, China.
College of Mechanical Engineering, Changzhou University, Changzhou, Jiangsu Province, China.
J Mol Model. 2024 Sep 16;30(10):334. doi: 10.1007/s00894-024-06115-8.
In a very small surface separation, the fluid flow is actually multiscale consisting of both the molecular scale non-continuum adsorbed layer flow and the intermediate macroscopic continuum fluid flow. Classical simulation of this flow often takes over large computational source and is not affordable owing to using molecular dynamics simulation (MDS) to model the adsorbed layer flow, if the flow field size is on the engineering size scale such as of 0.01-10 mm or even bigger like occurring in micro or macro hydrodynamic bearings. The present paper uses full MDS to validate Zhang's multiscale flow model, which yields the closed-form explicit flow equations respectively for the adsorbed layer flow and the intermediate continuum fluid flow. Here, full MDS was carried out for the pressure-driven flow of methane in the nano slit pore made of silicon respectively with the channel heights 5.79 nm, 11.57 nm, and 17.36 nm. According to the number density distribution, the flow areas were respectively discriminated as the adsorbed layer zone and the intermediate fluid zone. The values of the characteristic parameters for Zhang's multiscale scheme were extracted from full MDS and input to Zhang's multiscale flow equations respectively for calculating the flow velocity profile and the volume flow rates of the adsorbed layers and the intermediate fluid. It was found that for these three channel heights, the flow velocity profiles calculated from Zhang's model approximate those calculated from full MDS, while the total flow rates through the channel calculated from Zhang's model are close to those calculated from full MDS. The accuracy of Zhang's multiscale flow model is improved with the increase of the channel height.
The recent modification of the optimized potential for liquid simulation (MOPLS) model was used to calculate the interaction force between two methane molecules. In order to calculate the interaction force between the wall atoms and the methane molecules accurately, our previous non-equilibrium multiscale MDS was used. The interaction forces between the methane molecule and the wall atom were obtained from the coupled potential function by the L-B mixing rule when the fluid molecules arrived at near wall. The methane molecule diameter was obtained from the radial distribution function by using equilibrium MDS under the same initial conditions. The local viscosities across the adsorbed layer were obtained from the local velocity profile by using the Poiseuille flow method. The motion equation of the methane molecule was solved by the leapfrog method. The temperature of the simulation system was checked by Bhadauria's method, i.e., the system temperature was rectified by the velocities in the y- and z-directions. The flow velocity distributions across the channel height and the volume flow rates through the channel were also calculated from Zhang's closed-form explicit flow equations respectively for the adsorbed layer flow and the intermediate fluid flow. The results respectively obtained from full MDS and Zhang's multiscale flow equations were then compared.
在非常小的表面间距下,流体流动实际上是多尺度的,包括分子尺度的非连续吸附层流动和中间宏观连续体流体流动。这种流动的经典模拟通常需要大量的计算资源,并且由于使用分子动力学模拟(MDS)来模拟吸附层流动而难以承受,特别是当流场尺寸处于工程尺寸尺度,如0.01 - 10毫米甚至更大,例如在微或宏观流体动力轴承中出现的情况。本文使用全MDS来验证张的多尺度流动模型,该模型分别给出了吸附层流动和中间连续体流体流动的闭式显式流动方程。这里,对分别具有5.79纳米、11.57纳米和17.36纳米通道高度的硅纳米狭缝孔中甲烷的压力驱动流动进行了全MDS模拟。根据数密度分布,分别将流动区域区分为吸附层区和中间流体区。从全MDS中提取张的多尺度方案的特征参数值,并分别输入到张的多尺度流动方程中,以计算吸附层和中间流体的流速分布和体积流量。结果发现,对于这三个通道高度,从张的模型计算得到的流速分布与从全MDS计算得到的流速分布相近,而从张的模型计算得到的通过通道的总流量与从全MDS计算得到的总流量相近。张的多尺度流动模型的精度随着通道高度的增加而提高。
使用最近改进的液体模拟优化势(MOPLS)模型来计算两个甲烷分子之间的相互作用力。为了准确计算壁原子与甲烷分子之间的相互作用力,使用了我们之前的非平衡多尺度MDS。当流体分子到达近壁时,通过L - B混合规则从耦合势函数中获得甲烷分子与壁原子之间的相互作用力。在相同初始条件下,通过平衡MDS从径向分布函数中获得甲烷分子直径。通过泊肃叶流动方法从局部速度分布中获得吸附层内的局部粘度。用蛙跳法求解甲烷分子的运动方程。用巴达里亚方法检查模拟系统的温度,即通过y和z方向的速度来校正系统温度。还分别从张的闭式显式流动方程中计算了通道高度上的流速分布和通过通道的体积流量,分别用于吸附层流动和中间流体流动。然后比较了分别从全MDS和张的多尺度流动方程得到的结果。