Ni Xiaojuan, Hui Chao, Su Ninghai, Jiang Wei, Liu Feng
Department of Materials Science and Engineering, University of Utah, Salt Lake City, UT 84112, United States of America.
Nanotechnology. 2018 Feb 16;29(7):075401. doi: 10.1088/1361-6528/aaa0be.
We developed a 2D disk-stick percolation model to investigate the electrical percolation behavior of an insulating thin film reinforced with 1D and 2D conductive nanofillers via Monte Carlo simulation. Numerical predictions of the percolation threshold in single component thin films showed good agreement with the previous published work, validating our model for investigating the characteristics of the percolation phenomena. Parametric studies of size effect, i.e., length of 1D nanofiller and diameter of 2D nanofiller, were carried out to predict the electrical percolation threshold for hybrid systems. The relationships between the nanofillers in two hybrid systems was established, which showed differences from previous linear assumption. The effective electrical conductance was evaluated through Kirchhoff's current law by transforming it into a resistor network. The equivalent resistance was obtained from the distribution of nodal voltages by solving a system of linear equations with a Gaussian elimination method. We examined the effects of stick length, relative concentration, and contact patterns of 1D/2D inclusions on electrical performance. One novel aspect of our study is its ability to investigate the effective conductance of nanocomposites as a function of relative concentrations, which shows there is a synergistic effect when nanofillers with different dimensionalities combine properly. Our work provides an important theoretical basis for designing the conductive networks and predicting the percolation properties of multicomponent nanocomposites.
我们通过蒙特卡洛模拟开发了一个二维圆盘-棒状渗流模型,以研究一维和二维导电纳米填料增强的绝缘薄膜的电渗流行为。单组分薄膜渗流阈值的数值预测与先前发表的工作显示出良好的一致性,验证了我们用于研究渗流现象特征的模型。进行了尺寸效应的参数研究,即一维纳米填料的长度和二维纳米填料的直径,以预测混合体系的电渗流阈值。建立了两种混合体系中纳米填料之间的关系,这与先前的线性假设有所不同。通过基尔霍夫电流定律将其转化为电阻网络来评估有效电导。通过高斯消元法求解线性方程组,从节点电压分布中获得等效电阻。我们研究了一维/二维夹杂物的棒长、相对浓度和接触模式对电性能的影响。我们研究的一个新颖之处在于能够研究纳米复合材料的有效电导作为相对浓度的函数,这表明当不同维度的纳米填料适当组合时存在协同效应。我们的工作为设计导电网络和预测多组分纳米复合材料的渗流特性提供了重要的理论基础。