University of Chemistry and Technology Prague, Technicka 5 , 16628 Prague 6 , Czech Republic.
Langmuir. 2018 Dec 18;34(50):15600-15611. doi: 10.1021/acs.langmuir.8b03350. Epub 2018 Dec 6.
The mechanical behavior of nanoparticle assemblies depends on complex particle interactions that are difficult to study experimentally. Depending on the nanoparticle morphology, these interactions could lead to adhesive and elastic-plastic behavior during contact deformation. The aim of this research is to study the effect of contact interactions between polymer nanoparticles and their impact on the macroscopic properties of formed aggregates. For this purpose, the discrete element method (DEM) was used to develop an interaction model combining elastic-plastic deformation and adhesion to study the behavior of spherical polymeric nanoparticles. Initially, a pair of particles interacting in the normal direction was simulated to evaluate the effect of adhesion and plastic deformation in the pull-off force of the contact. Based on these results, the simulations were extended to a dispersed system of nanoparticles, in which multibody interactions become dominant. Considering the aggregation between the nanoparticles induced by a shear flow, we performed an analysis of the number of aggregates and aggregates size in time to characterize the strength of clusters formed during the process. The simulation results showed that the interaction strength upon breakage of the clusters, correlating with the aggregates size, depends on the nanoparticle's softness. In this way, we verified that the type of contact interaction directly influences the macroscopic mechanical response of nanoparticle assemblies. Therefore, our model represents a new way of predicting the mechanical behavior of polymer nanoparticle systems and of optimizing it by adjusting primary particle properties.
纳米颗粒组装体的力学行为取决于复杂的颗粒相互作用,这些相互作用很难在实验中进行研究。根据纳米颗粒的形态,这些相互作用可能导致在接触变形过程中产生粘附和弹塑性行为。本研究的目的是研究聚合物纳米颗粒之间的接触相互作用对形成的聚集体宏观性质的影响。为此,采用离散元法(DEM)开发了一种组合弹塑性变形和粘附的相互作用模型,以研究球形聚合物纳米颗粒的行为。最初,模拟了一对在法向方向相互作用的颗粒,以评估粘附和塑性变形对接触脱出力的影响。基于这些结果,将模拟扩展到纳米颗粒的分散体系中,其中多体相互作用占主导地位。考虑到剪切流引起的纳米颗粒之间的聚集,我们对聚集数和聚集尺寸随时间的变化进行了分析,以表征在该过程中形成的聚集体的强度。模拟结果表明,与聚集体尺寸相关的簇体破坏时的相互作用强度取决于纳米颗粒的柔软度。通过这种方式,我们验证了接触相互作用的类型直接影响纳米颗粒组装体的宏观力学响应。因此,我们的模型代表了一种预测聚合物纳米颗粒体系力学行为并通过调整初级颗粒性质来优化其行为的新方法。