Qin Feifei, Mazloomi Moqaddam Ali, Del Carro Luca, Kang Qinjun, Brunschwiler Thomas, Derome Dominique, Carmeliet Jan
Chair of Building Physics, Department of Mechanical and Process Engineering, ETH Zürich (Swiss Federal Institute of Technology in Zürich), Zürich 8093, Switzerland.
Laboratory of Multiscale Studies in Building Physics, Empa (Swiss Federal Laboratories for Materials Science and Technology), Dübendorf 8600, Switzerland.
Phys Rev E. 2019 May;99(5-1):053306. doi: 10.1103/PhysRevE.99.053306.
A tricoupled hybrid lattice Boltzmann model (LBM) is developed to simulate colloidal liquid evaporation and colloidal particle deposition during the nonisothermal drying of colloidal suspensions in micropore structures. An entropic multiple-relaxation-time multirange pseudopotential two-phase LBM for isothermal interfacial flow is first coupled to an extended temperature equation for simulating nonisothermal liquid drying. Then the coupled model is further coupled with a modified convection diffusion equation to consider the nonisothermal drying of colloidal suspensions. Two drying examples are considered. First, drying of colloidal suspensions in a two-pillar micropore structure is simulated in two dimensions (2D), and the final configuration of colloidal particles is compared with the experimental one. Good agreement is observed. Second, at the temperature of 343.15 K (70^{∘}C), drying of colloidal suspensions in a complex spiral-shaped micropore structure containing 220 pillars is simulated (also in 2D). The drying pattern follows the designed spiral shape due to capillary pumping, i.e., transport of the liquid from larger pores to smaller ones by capillary pressure difference. Since the colloidal particles are passively carried with liquid, they accumulate at the small menisci as drying proceeds. As liquid evaporates at the small menisci, colloidal particles are deposited, eventually forming solid structures between the pillars (primarily), and at the base of the pillars (secondarily). As a result, the particle deposition conforms to the spiral route. Qualitatively, the simulated liquid and particle configurations agree well with the experimental ones during the entire drying process. Quantitatively, the model demonstrates that the evaporation rate and the particle accumulation rate slowly decrease during drying, similar to what is seen in the experimental results, which is due to the reduction of the liquid-vapor interfacial area. In conclusion, the hybrid model shows the capability and accuracy for simulating nonisothermal drying of colloidal suspensions in a complex micropore structure both qualitatively and quantitatively, as it includes all the required physics and captures all the complex features observed experimentally. Such a tricoupled LBM has a high potential to become an efficient numerical tool for further investigation of real and complex engineering problems incorporating drying of colloidal suspensions in porous media.
开发了一种三耦合混合格子玻尔兹曼模型(LBM),用于模拟微孔结构中胶体悬浮液非等温干燥过程中的胶体液体蒸发和胶体颗粒沉积。首先,将用于等温界面流动的熵多松弛时间多范围伪势两相LBM与扩展的温度方程耦合,以模拟非等温液体干燥。然后,将耦合模型进一步与修正的对流扩散方程耦合,以考虑胶体悬浮液的非等温干燥。考虑了两个干燥示例。首先,在二维(2D)中模拟了双柱微孔结构中胶体悬浮液的干燥,并将胶体颗粒的最终构型与实验结果进行了比较。观察到良好的一致性。其次,在343.15 K(70℃)的温度下,模拟了含有220个柱子的复杂螺旋形微孔结构中胶体悬浮液的干燥(同样在2D中)。由于毛细抽吸作用,即液体通过毛细压差从较大的孔隙输送到较小的孔隙,干燥模式遵循设计的螺旋形状。由于胶体颗粒被动地随液体移动,随着干燥的进行,它们在小弯月面处积聚。当液体在小弯月面处蒸发时,胶体颗粒沉积下来,最终主要在柱子之间(其次在柱子底部)形成固体结构。结果,颗粒沉积符合螺旋路径。定性地说,在整个干燥过程中,模拟的液体和颗粒构型与实验结果吻合良好。定量地说,该模型表明,干燥过程中蒸发速率和颗粒积累速率缓慢下降,这与实验结果相似,这是由于液-气界面面积减小所致。总之,该混合模型在定性和定量方面都显示了模拟复杂微孔结构中胶体悬浮液非等温干燥的能力和准确性,因为它包含了所有必需的物理过程,并捕捉了实验中观察到的所有复杂特征。这种三耦合LBM有很大潜力成为一种有效的数值工具,用于进一步研究包含多孔介质中胶体悬浮液干燥的实际和复杂工程问题。