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Mesoscale simulation of clay aggregate formation and mechanical properties

机译:中尺度模拟粘土骨料的形成和力学性能

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摘要

This paper proposes a novel methodology for understanding the meso-scale aggregation of clay platelets in water. We use Molecular Dynamics simulations using the CLAYFF force fields to represent the interactions between two layers of Wyoming montmorillonite (Na-smectite) in bulk water. The analyses are used to establish the potential of mean force at different spacings between the layers for edge-to-edge and face-to-face interactions. This is accomplished by finding the change in free energy as a function of the separation distance between the platelets using thermodynamic perturbation theory with a simple overlap sampling method. These nanoscale results are then used to calibrate the Gay–Berne (GB) potential that represents each platelet as a single-site ellipsoidal body. A coarse-graining upscaling approach then uses the GB potentials and molecular dynamics to represent the meso-scale aggregation of clay platelets (at submicron length scale). Results from meso-scale simulations obtain the equilibrium/jamming configurations for mono-disperse clay platelets. The results show aggregation for a range of clay platelets dimensions and pressures with mean stack size ranging from 3 to 8 platelets. The particle assemblies become more ordered and exhibit more pronounced elastic anisotropy at higher confining pressures. The results are in good agreement with previously measured nano-indentation moduli over a wide range of clay packing densities.
机译:本文提出了一种新的方法,以了解水中粘土血小板的中学级聚集。我们使用Clayff Force田地使用分子动力学模拟来表示两层Wyoming Montmorillonite(Na-Smectite)在散装水中的相互作用。分析用于在层之间的不同间隔处建立平均力的潜力,用于边缘到边缘和面对面相互作用。这是通过使用具有简单重叠采样方法的热力学扰动理论的血小板之间的自由能的变化来实现。然后使用这些纳米级结果来校准表示每个血小板的同性恋伯尔尼(GB)电位作为单位椭圆体。然后,粗大的升高方法使用GB电位和分子动力学来表示粘土血小板的中间级聚集(在亚微米长尺)。中间尺度模拟的结果获得单分散粘土血小板的平衡/干扰配置。结果显示了一系列粘土血小板尺寸和压力的聚集,平均堆叠尺寸范围为3至8个血小板。颗粒组件变得更加有序,并且在更高的限制压力下表现出更明显的弹性各向异性。结果与先前测量的纳米缩进模态在各种粘土包装密度上吻合良好。

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