Ricci Eleonora, Vergadou Niki, Vogiatzis Georgios G, De Angelis Maria Grazia, Theodorou Doros N
Department of Civil, Chemical, Environmental and Materials Engineering, University of Bologna, Bologna, Italy.
Institute of Nanoscience and Nanotechnology, National Center for Scientific Research "Demokritos", Athens, Greece.
Macromolecules. 2020 May 26;53(10):3669-3689. doi: 10.1021/acs.macromol.0c00323. Epub 2020 May 11.
A simulation strategy encompassing different scales was applied to the systematic study of the effects of CO uptake on the properties of atactic polystyrene (aPS) melts. The analysis accounted for the influence of temperature between 450 and 550 K, polymer molecular weights ( ) between 2100 and 31000 g/mol, and CO pressures up to 20 MPa on the volumetric, swelling, structural, and dynamic properties of the polymer as well as on the CO solubility and diffusivity by performing molecular dynamics (MD) simulations of the system in a fully atomistic representation. A hierarchical scheme was used for the generation of the higher polymer systems, which consisted of equilibration at a coarse-grained level of representation through efficient connectivity-altering Monte Carlo simulations, and reverse-mapping back to the atomistic representation, obtaining the configurations used for subsequent MD simulations. Sorption isotherms and associated swelling effects were determined by using an iterative procedure that incorporated a series of MD simulations in the ensemble and the Widom test particle insertion method, while CO diffusion coefficients were extracted from long MD runs in the ensemble. Solubility and diffusivity compared favorably with experimental results and with predictions of the Sanchez-Lacombe equation of state, which was reparametrized to capture the dependence of polymer properties with greater accuracy. Structural features of the polymer matrix were correctly reproduced by the simulations, and the effects of gas concentration and on structure and local dynamics were thoroughly investigated. In the presence of CO, a significant acceleration of the segmental dynamics of the polymer occurred, more pronouncedly at low . The speed-up effect caused by the swelling agent was not limited to the chain ends but affected the whole chain in a similar fashion.
一种涵盖不同尺度的模拟策略被应用于系统研究一氧化碳(CO)吸收对无规立构聚苯乙烯(aPS)熔体性质的影响。该分析通过在全原子表示下对系统进行分子动力学(MD)模拟,考虑了450至550K温度、2100至31000g/mol聚合物分子量以及高达20MPa的CO压力对聚合物的体积、溶胀、结构和动力学性质以及对CO溶解度和扩散率的影响。使用一种分层方案来生成更高分子量的聚合物系统,该方案包括通过高效的改变连通性的蒙特卡罗模拟在粗粒度表示水平上进行平衡,然后反向映射回原子表示,从而获得用于后续MD模拟的构型。通过使用一种迭代程序来确定吸附等温线和相关的溶胀效应,该程序结合了一系列在NVT系综中的MD模拟和维杜姆测试粒子插入方法,而CO扩散系数则从在NPT系综中的长时间MD运行中提取。溶解度和扩散率与实验结果以及重新参数化以更准确地捕捉聚合物性质对分子量依赖性的桑切斯 - 拉孔布状态方程的预测结果吻合良好。模拟正确地再现了聚合物基体的结构特征,并深入研究了气体浓度和分子量对结构和局部动力学的影响。在存在CO时,聚合物的链段动力学显著加速,在低分子量时更为明显。由溶胀剂引起的加速效应不仅限于链端,而是以类似的方式影响整个链。