Simultaneous topology and toolpath optimization for layer-free multi-axis additive manufacturing of 3D composite structures

IF 10.3 1区 工程技术 Q1 ENGINEERING, MANUFACTURING
Joseph R. Kubalak, Alfred L. Wicks, Christopher B. Williams
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引用次数: 0

Abstract

Composite materials are extremely common in nature, with organic structures freely distributing and orienting anisotropic material properties in 3D to achieve a high degree of efficiency and functionality. Human-made composite structures do not leverage the same design thinking; they are frequently designed specifically for isotropic performance and with little geometric complexity due to limitations imposed by the manufacturing processes. While additive manufacturing (AM) provides unprecedented geometric flexibility, it typically deposits material in a series of stacked 2D layers (despite the moniker of “3D printing”); it does not enable the same freedoms of material placement and orientation seen in nature. Multi-axis (e.g., robotically-enabled) AM enables true 3D part fabrication such that material anisotropy can be advantageously oriented to enhance part performance (e.g., aligning fiber reinforcement to anticipated load paths), but existing methodologies separate the design of part geometry from its multi-axis printing toolpath. This paper presents a novel design and manufacturing workflow that integrates design optimization and multi-axis AM to algorithmically create optimal part topologies concurrently with their printing toolpaths. The workflow is aware of manufacturing and design considerations to maximize part performance while simultaneously guaranteeing multi-axis printability. Material is placed through an optimized, layer-free process to significantly improve the performance of additively manufactured composite structures. The design workflow is validated by optimizing, fabricating, and mechanically evaluating multi-axis structures and demonstrated a 56.9 % improvement in structural efficiency relative to a conventional, layer-wise AM process.
三维复合材料结构无层多轴增材制造的拓扑和刀具轨迹同步优化
复合材料在自然界中极为常见,有机结构在3D中自由分布和定向各向异性材料特性,实现了高度的效率和功能性。人造复合结构没有利用相同的设计思维;它们通常是专门为各向同性性能而设计的,由于制造过程的限制,它们的几何复杂性很小。虽然增材制造(AM)提供了前所未有的几何灵活性,但它通常将材料沉积在一系列堆叠的2D层中(尽管有“3D打印”的绰号);它不能像在自然界中那样自由地放置和定位材料。多轴(例如,机器人启用)增材制造可以实现真正的3D零件制造,因此材料的各向异性可以有利地定向以提高零件性能(例如,将纤维增强与预期的负载路径对齐),但是现有的方法将零件几何形状的设计与其多轴打印工具路径分开。本文提出了一种新颖的设计和制造工作流,该工作流集成了设计优化和多轴增材制造,以算法创建最优的零件拓扑结构及其打印工具路径。工作流程意识到制造和设计方面的考虑,以最大限度地提高零件性能,同时保证多轴可打印性。材料通过优化的无层工艺放置,显著提高了增材制造复合材料结构的性能。通过优化、制造和机械评估多轴结构,验证了设计工作流程,与传统的分层增材制造工艺相比,结构效率提高了56.9 %。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Additive manufacturing
Additive manufacturing Materials Science-General Materials Science
CiteScore
19.80
自引率
12.70%
发文量
648
审稿时长
35 days
期刊介绍: Additive Manufacturing stands as a peer-reviewed journal dedicated to delivering high-quality research papers and reviews in the field of additive manufacturing, serving both academia and industry leaders. The journal's objective is to recognize the innovative essence of additive manufacturing and its diverse applications, providing a comprehensive overview of current developments and future prospects. The transformative potential of additive manufacturing technologies in product design and manufacturing is poised to disrupt traditional approaches. In response to this paradigm shift, a distinctive and comprehensive publication outlet was essential. Additive Manufacturing fulfills this need, offering a platform for engineers, materials scientists, and practitioners across academia and various industries to document and share innovations in these evolving technologies.
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