Additive manufacturing-driven simultaneous optimization of topology and print direction for thermoelastic structures considering strength failure

IF 5.5 3区 材料科学 Q2 CHEMISTRY, PHYSICAL ACS Applied Energy Materials Pub Date : 2024-05-11 DOI:10.1093/jcde/qwae043
Hexin Jiang, Zhicheng He, Eric Li, Chao Jiang
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Abstract

This paper presents a strength-based simultaneous optimization method for optimizing thermoelastic structural topology and print direction in the presence of anisotropy induced by additive manufacturing. The approach utilizes the bi-directional evolutionary structural optimization (BESO) framework and defines design variables including element density and print-off angle. Firstly, an anisotropic thermoelastic constitutive model is established for finite element analysis. By introducing the Tsai-Hill failure criteria, the strength constraint to evaluate the stress level of additively manufactured anisotropic components is formulated. The P-norm aggregation function is employed to approximate the maximum strength failure coefficient. Then, the aggregated strength constraint is augmented to the optimization objective through a Lagrange multiplier. Sensitivity analysis of the new objective function with respect to the elemental design variables is performed, and an analytical approach is proposed to optimize the print-off angle. To improve the stability of the optimization procedure, a series of numerical algorithms and parameter updating strategies are developed. The effectiveness of our proposed method is demonstrated through typical numerical examples, highlighting a desirable match between the structural topology and the print direction can greatly improve the structural performance.
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增材制造驱动的热弹性结构拓扑和打印方向同步优化(考虑强度故障
本文介绍了一种基于强度的同步优化方法,用于在增材制造引起各向异性的情况下优化热弹性结构拓扑和打印方向。该方法利用双向进化结构优化(BESO)框架,定义了包括元素密度和打印角度在内的设计变量。首先,建立了用于有限元分析的各向异性热弹性构成模型。通过引入蔡-希尔失效准则,制定了评估各向异性添加制造部件应力水平的强度约束。采用 P-norm 聚集函数来近似最大强度破坏系数。然后,通过拉格朗日乘法器将聚合强度约束增强到优化目标中。对新目标函数与元素设计变量的关系进行了敏感性分析,并提出了优化打印输出角度的分析方法。为了提高优化程序的稳定性,我们开发了一系列数值算法和参数更新策略。我们提出的方法通过典型的数值示例证明了其有效性,突出了结构拓扑和打印方向之间的理想匹配可以大大提高结构性能。
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来源期刊
ACS Applied Energy Materials
ACS Applied Energy Materials Materials Science-Materials Chemistry
CiteScore
10.30
自引率
6.20%
发文量
1368
期刊介绍: ACS Applied Energy Materials is an interdisciplinary journal publishing original research covering all aspects of materials, engineering, chemistry, physics and biology relevant to energy conversion and storage. The journal is devoted to reports of new and original experimental and theoretical research of an applied nature that integrate knowledge in the areas of materials, engineering, physics, bioscience, and chemistry into important energy applications.
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