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Molecular dynamics simulation and microscopic observation of compatibility and interphase of composited polymer modified asphalt with carbon nanotubes

机译:分子动力学模拟与碳纳米管复合聚合物改性沥青相容性和相互作用的微观观察

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Interfacing and compatibility are the most challenging issues that affect the performance of polymer modified asphalt. Mechanisms of interfacial enhancement among four base asphalt components (asphaltenes, resins, aromatics, and saturate), styrene-butadiene-styrene (SBS), and carbon nanotubes (CNTs) were investigated by molecular dynamics simulation, with the aim of understanding the key parameters that control the compatibility of CNTs and interphase behavior on the molecular scale. The compatibility of SBS-modified asphalt (SBSMA) was simulated based on self-assembly theory using indexes of binding energy, mean square displacement, diffusion coefficient, and relative concentration distribution. The interphase behavior and microstructure were observed by fluorescence microscopy and scanning electron microscopy. In addition, a rutting experiment was used to verify the molecular dynamics simulation based on macroscopic performance. The results showed that after adding CNTs, the binding energy of the SBS and aromatics increased from 301.8343 to 327.1102 kcal/mol. The diffusion coefficient of the SBS and asphaltenes decreased more than 3.2×10~(?11)m~(2)/s, and the correlation coefficients between the diffusion coefficient and the molecular weight, surface area and volume were all lower than 0.3. Relative concentration distribution curves indicated that CNTs promote the ability of SBS to swell. Microscopic observations demonstrated that the swelling ability of SBS was increased by CNTs. Overall, the interphase of SBSMA was improved by the additional reinforcement, swelling, and diffusion provided by CNTs. Finally, the rutting experiment found that no matter what the temperature, the rutting factor of CNT/SBSMA is higher than that of SBSMA, which corroborates the findings from the molecular dynamics simulations.
机译:接口和兼容性是最具挑战性的问题,影响聚合物改性沥青的性能。通过分子动力学模拟研究了四个基沥青组分(沥青质,树脂,芳烃和饱和),苯乙烯 - 丁二烯 - 苯乙烯(SBS)和碳纳米管(CNTs)中的界面增强机制,旨在了解关键参数控制分子尺度上的CNT和相互作用的兼容性。基于使用结合能量,均方位移,扩散系数和相对浓度分布的索引的自组装理论模拟了SBS改性沥青(SBSMA)的相容性。荧光显微镜和扫描电子显微镜观察间隔行为和微观结构。此外,车辙实验用于验证基于宏观性能的分子动力学模拟。结果表明,在添加CNT后,SBS和芳烃的结合能量从301.8343增加到327.1102千卡/摩尔。 SBS和沥青质的扩散系数降低了3.2×10〜(α11)m〜(2)/ s,并且扩散系数与分子量,表面积和体积之间的相关系数均低于0.3。相对浓度分布曲线表明CNT促进了SBS膨胀的能力。显微镜观察表明,SBS的溶胀能力由CNT增加。总的来说,通过CNT提供的额外增强,肿胀和扩散来改善SBSMA的相互作用。最后,垃圾箱实验发现,无论温度如何,CNT / SBSMA的铃声系数高于SBSMA,它证实了来自分子动力学模拟的结果。

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