Fiber reinforced additive manufacturing: structurally motivated print orientation and sequential topology optimization of anisotropic material

IF 3.4 4区 工程技术 Q1 ENGINEERING, MECHANICAL
Noah Ray, Il Yong Kim
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Abstract

Purpose Fiber reinforced additive manufacturing (FRAM) is an emerging technology that combines additive manufacturing and composite materials. As a result, design freedom offered by the manufacturing process can be leveraged in design optimization. The purpose of the study is to propose a novel method that improves structural performance by optimizing 3D print orientation of FRAM components. Design/methodology/approach This work proposes a two-part design optimization method that optimizes 3D global print orientation and topology of a component to improve a structural objective function. The method considers two classes of design variables: (1) print orientation design variables and (2) density-based topology design variables. Print orientation design variables determine a unique 3D print orientation to influence anisotropic material properties. Topology optimization determines an optimal distribution of material within the optimized print orientation. Findings Two academic examples are used to demonstrate basic behavior of the method in tension and shear. Print orientation and sequential topology optimization improve structural compliance by 90% and 58%, respectively. An industry-level example, an aerospace component, is optimized. The proposed method is used to achieve an 11% and 15% reduction of structural compliance compared to alternative FRAM designs. In addition, compliance is reduced by 43% compared to an equal-mass aluminum design. Originality/value Current research surrounding FRAM focuses on the manufacturing process and neglects opportunities to leverage design freedom provided by FRAM. Previous FRAM optimization methods only optimize fiber orientation within a 2D plane and do not establish an optimized 3D print orientation, neglecting exploration of the entire orientation design space.
纤维增强增材制造:各向异性材料的结构性打印定向和顺序拓扑优化
目的 纤维增强增材制造(FRAM)是一项新兴技术,它将增材制造与复合材料相结合。因此,制造工艺提供的设计自由度可用于优化设计。本研究旨在提出一种新方法,通过优化 FRAM 组件的 3D 打印方向来提高结构性能。 设计/方法/途径 这项工作提出了一种由两部分组成的设计优化方法,可优化部件的三维全局打印方向和拓扑结构,以改善结构目标函数。该方法考虑了两类设计变量:(1) 打印方向设计变量和 (2) 基于密度的拓扑设计变量。打印方向设计变量确定独特的三维打印方向,以影响各向异性的材料特性。拓扑优化决定了材料在优化打印方向上的最佳分布。 研究结果 通过两个学术范例展示了该方法在拉伸和剪切时的基本行为。打印方向和顺序拓扑优化分别将结构顺应性提高了 90% 和 58%。优化了一个工业级实例,即一个航空航天部件。与其他 FRAM 设计相比,所提出的方法使结构顺应性分别降低了 11% 和 15%。此外,与等质量铝设计相比,结构顺应性降低了 43%。 原创性/价值 目前围绕 FRAM 的研究主要集中在制造工艺上,忽略了利用 FRAM 提供的设计自由度的机会。以前的 FRAM 优化方法只能优化二维平面内的纤维取向,不能建立优化的三维打印取向,从而忽略了对整个取向设计空间的探索。
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来源期刊
Rapid Prototyping Journal
Rapid Prototyping Journal 工程技术-材料科学:综合
CiteScore
8.30
自引率
10.30%
发文量
137
审稿时长
4.6 months
期刊介绍: Rapid Prototyping Journal concentrates on development in a manufacturing environment but covers applications in other areas, such as medicine and construction. All papers published in this field are scattered over a wide range of international publications, none of which actually specializes in this particular discipline, this journal is a vital resource for anyone involved in additive manufacturing. It draws together important refereed papers on all aspects of AM from distinguished sources all over the world, to give a truly international perspective on this dynamic and exciting area. -Benchmarking – certification and qualification in AM- Mass customisation in AM- Design for AM- Materials aspects- Reviews of processes/applications- CAD and other software aspects- Enhancement of existing processes- Integration with design process- Management implications- New AM processes- Novel applications of AM parts- AM for tooling- Medical applications- Reverse engineering in relation to AM- Additive & Subtractive hybrid manufacturing- Industrialisation
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