基于图像的开孔聚合物泡沫简化梁结构建模

IF 3.8 3区 工程技术 Q1 MECHANICS
Shaoheng Feng , Luca Andena , Michele Nacucchi , Fabio De Pascalis
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引用次数: 0

摘要

聚合物泡沫在各种工业领域有许多重要的应用,这要归功于其优异的性能组合。这类材料的力学行为研究具有重要的学术价值和应用前景,但由于其复杂的拓扑结构,也面临着重要的挑战;忠实于其几何微观结构的数值模型的计算成本非常高。本文旨在建立基于x射线计算机断层扫描(CT)图像的开孔聚合物泡沫的简化梁单元模型,能够描述其压缩响应,并显著提高计算效率。通过CT扫描获得了PPI20聚氨酯泡沫塑料的微观结构图像。然后将这些图像转换为三维实体模型,从中提取关键的形态特征。基于这些形态特征,生成等效简化梁单元模型。两种数值模型(实体模型和梁模型)的模拟结果与压缩实验结果具有较好的定量一致性。结合CT扫描进行的现场压缩试验也证实了数值模型能够描述泡沫的真实变形机制。该简化模型的精度与3D实体模型相当,大大减少了计算量,可以有效准确地预测开孔泡沫的力学性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Image-based modelling of open cell polymeric foams as simplified beam structures
Polymeric foams have many important applications in various industrial sectors, thanks to an excellent combination of properties. The study of the mechanical behavior of this type of material has important academic value and application prospects but poses important challenges because of their complex topology; numerical models faithful to their geometrical microstructure suffer from very high computational costs. This paper aims to develop a simplified beam element model of open-cell polymer foams based on X-ray computed tomography (CT) images, able to describe their compressive response with significantly improved computational efficiency. The images of the microstructure of a PPI20 polyurethane foam were obtained through CT scan. These images were then converted to 3D solid model, from which key morphological features were extracted. Based on these morphological features, an equivalent simplified beam element model was generated. A good quantitative agreement was found between simulations carried out with the two numerical models (solid and beam) and the compression experiments. In-situ compression tests performed in combination with CT scans also confirmed the ability of numerical models to describe the real deformation mechanisms of the foam. This simplified model demonstrates an accuracy comparable to the 3D solid model with vastly reduced computational effort, allowing for an efficient and accurate prediction of the mechanical properties of open cell foams.
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来源期刊
CiteScore
6.70
自引率
8.30%
发文量
405
审稿时长
70 days
期刊介绍: The International Journal of Solids and Structures has as its objective the publication and dissemination of original research in Mechanics of Solids and Structures as a field of Applied Science and Engineering. It fosters thus the exchange of ideas among workers in different parts of the world and also among workers who emphasize different aspects of the foundations and applications of the field. Standing as it does at the cross-roads of Materials Science, Life Sciences, Mathematics, Physics and Engineering Design, the Mechanics of Solids and Structures is experiencing considerable growth as a result of recent technological advances. The Journal, by providing an international medium of communication, is encouraging this growth and is encompassing all aspects of the field from the more classical problems of structural analysis to mechanics of solids continually interacting with other media and including fracture, flow, wave propagation, heat transfer, thermal effects in solids, optimum design methods, model analysis, structural topology and numerical techniques. Interest extends to both inorganic and organic solids and structures.
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