选择性激光烧结
粘弹性
材料科学
复合材料
有限元法
本构方程
极限抗拉强度
卷积(计算机科学)
张力(地质)
拉伸试验
聚酰胺
材料性能
结构工程
计算机科学
烧结
工程类
机器学习
人工神经网络
作者
Mahmoud Kadkhodaei,Marek Pawlikowski,Rafał Drobnicki,Janusz Domański
出处
期刊:PLOS ONE
[Public Library of Science]
日期:2024-07-29
卷期号:19 (7): e0304823-e0304823
被引量:1
标识
DOI:10.1371/journal.pone.0304823
摘要
Polyamide 12 (PA12) is vastly utilized in many additive manufacturing methods, such as Selective Laser Sintering (SLS), and a better understanding of its mechanical behaviors promotes available knowledge on the behaviors of 3D-printed parts made from this polymer. In this paper, SLS-produced standard tensile specimens are studied under monotonic and cyclic tension tests, as well as stress relaxation experiments, and the obtained force-displacement responses are shown to be consistent with a hyper-viscoelastic material model. This finding is also observed in typical pantographic structures produced by the same manufacturing parameters. To propose a constitutive model for predicting these behaviors, the convolution integral of a strain-dependent function and a time-dependent function is developed where the material parameters are determined with the use of both short-term and long-term responses of the specimens. Numerical results of the presented model for standard test specimens are shown to be in good agreements with the experimental ones under various loading conditions. To prove the capabilities of the proposed model in studying any SLS-produced part, finite element implementation of the constitutive equations is shown to provide numerical results in agreement with the empirical findings for tensile loading of the 3D-printed pantographic structure.
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