结合动态工艺规划的增材-减材混合制造拓扑优化

IF 6.9 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Computer Methods in Applied Mechanics and Engineering Pub Date : 2024-08-07 DOI:10.1016/j.cma.2024.117270
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引用次数: 0

摘要

增材-减材混合制造(HASM)是一项革命性的技术,它通过在集成机床内增材和减材工艺之间的相互作用,可以制造出具有传统挑战性的复杂几何形状,而且质量上乘。然而,混合制造的零件设计大多由专家完成,很少有计算设计算法的支持。因此,这项工作的主要贡献在于提出了一种面向 HASM 的结构拓扑优化解决方案,它同时包含了动态工艺规划和可达性约束。这种新颖的优化算法是在统一的 SIMP 和魔针框架下开发的。我们提出了两组设计变量:一组用于拓扑描述,另一组用于识别与打印阶段相关的细分。因此,基于这些设计变量开发了一系列增材制造(AM)和减材制造(SM)专用几何约束,以实现切割工具和激光头的可及性。在这些敏感性的支持下,可以同时优化结构几何和制造领域。该算法的有效性已通过多项数值和实验案例研究得到证实。对切削刀具方向、HASM 阶段和特定刀具形状等所有因素进行了深入研究。
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Topology optimization for hybrid additive-subtractive manufacturing incorporating dynamic process planning

Hybrid additive–subtractive manufacturing (HASM) is a revolutionary technique that, the interplay between additive and subtractive processes within an integrated machine tool allows for the fabrication of traditionally challenging complex geometries with excellent quality. However, part design for hybrid manufacturing has mostly been done by experts with rare support from computational design algorithms. Hence, the primary contribution of this work is to propose a solution for HASM-oriented structural topology optimization that incorporates both dynamic process planning and accessibility constraints. This novel optimization algorithm is developed under a unified SIMP and magic needle framework. Two sets of design variables are proposed: one for the topological description while the other for identifying the printing stage-related subdivisions. Accordingly, a series of additive manufacturing (AM) and subtractive manufacturing (SM) dedicated geometric constraints are developed based on these design variables to enable the cutting tool and laser head accessibility. Supported by the sensitivities, the structural geometry and fabrication fields can be simultaneously optimized. The effectiveness of the algorithm is proved through several numerical and experimental case studies. All the factors of cutting tool directions, HASM stages, and specific tool shapes are thorough investigated.

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来源期刊
CiteScore
12.70
自引率
15.30%
发文量
719
审稿时长
44 days
期刊介绍: Computer Methods in Applied Mechanics and Engineering stands as a cornerstone in the realm of computational science and engineering. With a history spanning over five decades, the journal has been a key platform for disseminating papers on advanced mathematical modeling and numerical solutions. Interdisciplinary in nature, these contributions encompass mechanics, mathematics, computer science, and various scientific disciplines. The journal welcomes a broad range of computational methods addressing the simulation, analysis, and design of complex physical problems, making it a vital resource for researchers in the field.
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