Lebedev Oleg V, Ozerin Alexander N, Abaimov Sergey G
Center for Design, Manufacturing and Materials, Skolkovo Institute of Science and Technology, 143026 Moscow, Russia.
Moscow Institute of Physics and Technology, Institutsky Lane 9, Dolgoprudny, 141700 Moscow, Russia.
Nanomaterials (Basel). 2021 Jan 10;11(1):162. doi: 10.3390/nano11010162.
In this work, the piezoresistive effect for a polymer nanocomposite with a highly segregated distribution of conductive filler was investigated. As a base polymer for the investigated nanocomposites, ultrahigh-molecular-weight polyethylene, processed in a solid state (below melting point), was used. Multiwalled carbon nanotubes (MWCNTs) were used as a nanofiller forming a highly segregated structure in between polymer particles. A numerical multiscale approach based on the finite element method was proposed to predict changes in the conductive structure composed of MWCNTs in response to uniaxial deformation of the material. At the nanoscale, numerical simulations were conducted for uniformly distributed MWCNTs providing confinement of the filler to a two-dimensional layer with a high volume fraction of the filler in between two polymer particles. At the microscale, the piezoresistive response to uniaxial deformation for the three-dimensional highly segregated structure reconstructed from experimental data was investigated numerically. The embedded element method was implemented to conduct a realistic and computationally efficient simulation of MWCNT behavior during deformation of the nanocomposite. The results of numerical simulations were compared with the experimental data to prove the correctness of assumptions used in the modeling.
在这项工作中,研究了具有高度隔离分布导电填料的聚合物纳米复合材料的压阻效应。作为所研究纳米复合材料的基础聚合物,使用了在固态(低于熔点)下加工的超高分子量聚乙烯。多壁碳纳米管(MWCNT)用作纳米填料,在聚合物颗粒之间形成高度隔离的结构。提出了一种基于有限元法的数值多尺度方法,以预测由MWCNT组成的导电结构在材料单轴变形时的变化。在纳米尺度上,对均匀分布的MWCNT进行了数值模拟,将填料限制在二维层中,且在两个聚合物颗粒之间具有高体积分数的填料。在微观尺度上,对从实验数据重建的三维高度隔离结构的单轴变形压阻响应进行了数值研究。采用嵌入式单元法对纳米复合材料变形过程中MWCNT的行为进行了真实且计算高效的模拟。将数值模拟结果与实验数据进行比较,以证明建模中所用假设的正确性。