Fracture properties of green nano fibrous network with random and aligned fiber distribution: A hierarchical molecular dynamics and peridynamics approach
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引用次数: 0
Abstract
Polylactic acid (PLA) nanofibrous networks have gained substantial interest across various engineering and scientific disciplines, such as tissue engineering, drug delivery, and filtration, due to their unique and multifunctional attributes, including biodegradability, tuneable mechanical properties, and surface functionality. However, predicting their mechanical behaviour remains challenging due to their structural complexity, multiscale features, and variability in material properties.
This study presents a hierarchical approach to investigate the fracture phenomena in both aligned and randomly oriented nanofibrous networks by integrating atomistic modelling and non-local continuum mechanics, peridynamics. At the nanoscale, all-atom molecular dynamics simulations are employed to apply tensile loads to freestanding pristine and silver-doped PLA nanofibres, where key mechanical properties such as Young's modulus, Poisson's ratio, and critical energy release rate are determined using innovative approaches. A new method is introduced to seamlessly transfer data from molecular dynamics to peridynamics by ensuring the convergence of the tensile response of a single fiber in both frameworks. This nano to micro coupling technique is then utilised to examine the Young's modulus, fracture toughness of mode I and II, and crack propagation in PLA nanofibrous networks. The proposed framework can also incorporate the effects of surface coating and fiber arrangements on the measured properties. The current research paves the way for the development of stronger and more durable eco-friendly nanofibrous networks with optimised performance.
聚乳酸(PLA)纳米纤维网络因其独特的多功能属性,包括生物可降解性、可调节的机械性能和表面功能性,在组织工程、药物输送和过滤等多个工程和科学领域引起了广泛关注。然而,由于其结构的复杂性、多尺度特征以及材料属性的可变性,预测其机械行为仍然具有挑战性。本研究提出了一种分层方法,通过整合原子模型和非局部连续介质力学(周动力学)来研究排列和随机取向纳米纤维网络的断裂现象。在纳米尺度上,采用全原子分子动力学模拟对独立的原始聚乳酸纳米纤维和掺银聚乳酸纳米纤维施加拉伸载荷,利用创新方法确定关键力学性能,如杨氏模量、泊松比和临界能量释放率。该研究引入了一种新方法,通过确保单根纤维的拉伸响应在两个框架中的趋同性,将数据从分子动力学无缝传输到周动力学。然后利用这种纳米到微观的耦合技术来研究聚乳酸纳米纤维网络的杨氏模量、模式 I 和模式 II 的断裂韧性以及裂纹扩展。所提出的框架还包括表面涂层和纤维排列对测量特性的影响。目前的研究为开发性能更强、更耐用的生态友好型纳米纤维网络铺平了道路。
期刊介绍:
The International Journal of Engineering Science is not limited to a specific aspect of science and engineering but is instead devoted to a wide range of subfields in the engineering sciences. While it encourages a broad spectrum of contribution in the engineering sciences, its core interest lies in issues concerning material modeling and response. Articles of interdisciplinary nature are particularly welcome.
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