Study of Mechanical Properties of Polyethylene/CNT Nanocomposites: Experimental, FEM and MD

R. T. Tebeta, D. Madyira, A. Fattahi, H. Ngwangwa
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Abstract

Designing and developing a new material can be challenging due to several aspects that require consideration. Materia behavior, material properties (physical or chemical), and other material characteristics are the factors to consider when developing new materials. In this work, polymer-based nanocomposite material is developed using High-Density Polyethylene (HDPE) as a matrix, Single-walled Carbon Nanotube (SWCNTs) as the reinforcing particles. Moreover, the mechanical properties of the produced HDPE/SWCNT nanocomposites, such as elastic modulus, were investigated at different weight fractions of SWCNTs. The investigation was conducted using numerical (Molecular Dynamics MD), theoretical (Finite Element Method FEM), and experimental approaches. The major aim of this study was to validate the accuracy of the developed MD model and the theoretical FEM with the experimental results. The obtained elastic modulus results from the MD and FEM were compared to see which method produced the results correlating with the experimental results. The compared results showed that MD results were consistent with the experimental results, even though they are not accurate, though the model can be improved. However, the FEM results do not correlate with the experimental results, hence the FEM model developed is not better for the prediction of the elastic modulus of HDPE/SWCNTs nanocomposites.
聚乙烯/碳纳米管复合材料力学性能研究:实验、有限元和MD
由于需要考虑几个方面,设计和开发一种新材料可能具有挑战性。材料行为、材料特性(物理或化学)和其他材料特性是开发新材料时要考虑的因素。本研究以高密度聚乙烯(HDPE)为基体,单壁碳纳米管(SWCNTs)为增强颗粒,开发了聚合物基纳米复合材料。此外,研究了制备的HDPE/ SWCNTs纳米复合材料在不同SWCNTs重量分数下的力学性能,如弹性模量。研究采用数值方法(分子动力学)、理论方法(有限元法)和实验方法进行。本研究的主要目的是用实验结果验证所建立的MD模型和理论有限元法的准确性。比较了MD法和FEM法得到的弹性模量计算结果与实验结果的相关性。对比结果表明,MD计算结果与实验结果基本一致,虽然不准确,但模型还可以进一步改进。然而,有限元计算结果与实验结果并不相关,因此所建立的有限元模型并不适合于预测HDPE/SWCNTs纳米复合材料的弹性模量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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