Afrasiabian Navid, Elmoghazy Ahmed, Blarr Juliane, Scheuring Benedikt, Prahs Andreas, Schneider Daniel, Liebig Wilfried V, Weidenmann Kay A, Denniston Colin, Nestler Britta
Department of Physics and Astronomy, Univeristy of Western Ontario, London, ON, Canada.
Institute for Applied Materials - Microstructure Modeling and Simulation, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany.
J Thermoplast Compos Mater. 2024 Nov 5;38(8):3020-3050. doi: 10.1177/08927057241296472. eCollection 2025 Aug.
In this paper, we introduce a coarse-grained model of polymer crystallization using a multiphase-field approach. The model combines a multiphase-field method, Nakamura's kinetic equation, and the equation of heat conduction for studying microstructural evolution of crystallization under isothermal and non-isothermal conditions. The multiphase-field method provides flexibility in adding any number of phases with different properties making the model effective in studying blends or composite materials. We apply our model to systems of neat PA6 and study the impact of initial distribution of crystalline grains and cooling rate on the morphology of the system. The relative crystallinity (conversion) curves show qualitative agreement with experimental data. We also investigate the impact of including carbon fibers on the crystallization and grain morphology. We observe a more homogeneous crystal morphology around fibers. This is associated with the higher initial volume fraction of crystal grains and higher heat conductivity of the fiber (compared to the polymer matrix). Additionally, we observe that the crystalline grains at the fiber surface grow perpendicular to the surface. This indicates that the vertical growth observed in experiments is merely due to geometrical constraints imposed by the fiber surface and neighbouring crystalline regions.
在本文中,我们采用多相场方法引入了一种聚合物结晶的粗粒化模型。该模型结合了多相场方法、中村动力学方程和热传导方程,用于研究等温及非等温条件下结晶过程的微观结构演变。多相场方法在添加任意数量具有不同性质的相方面具有灵活性,使得该模型在研究共混物或复合材料时非常有效。我们将模型应用于纯PA6体系,研究晶粒的初始分布和冷却速率对体系形态的影响。相对结晶度(转化率)曲线与实验数据显示出定性的一致性。我们还研究了添加碳纤维对结晶和晶粒形态的影响。我们观察到纤维周围的晶体形态更加均匀。这与晶粒的较高初始体积分数以及纤维(与聚合物基体相比)的较高热导率有关。此外,我们观察到纤维表面的晶粒垂直于表面生长。这表明实验中观察到的垂直生长仅仅是由于纤维表面和相邻结晶区域施加的几何约束。