Topology optimization of fiber-reinforced structures with discrete fiber orientations for additive manufacturing

IF 4.4 2区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Md Mohaiminul Islam, Ling Liu
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引用次数: 0

Abstract

Additive manufacturing (AM) has revolutionized the way we design and manufacture lightweight composite structures with complex geometries and extraordinary performance. In composite AM, fibers are often steered within the plane of printing and sometimes at predefined discrete angles. Hence, designing structures for AM must consider such manufacturing constraints along with the concurrent optimization of structures and fiber orientations. Herein, we propose a method that uses a penalized normal distribution (PND) function to design the fiber orientation based on predefined discrete angles. By discretizing a continuous design variable and penalizing the effective properties, the method effectively drives the design variable to converge to one of the target candidates with low deviations. Using only one design variable at each spot, the method is scalable and can be easily adapted as the number of candidates changes. By coupling the discrete angle optimization with structural optimization, the multiscale method concurrently optimizes the structural topology with fiber orientations considering AM constraints. Numerical examples demonstrate the advantages of this framework and its extension to solving 3D problems.

用于增材制造的具有离散纤维取向的纤维增强结构的拓扑优化
快速成型制造(AM)彻底改变了我们设计和制造具有复杂几何形状和非凡性能的轻质复合材料结构的方式。在复合材料 AM 中,纤维通常会在打印平面内转向,有时还会以预定义的离散角度转向。因此,为 AM 设计结构时必须考虑这些制造限制,并同时优化结构和纤维方向。在此,我们提出一种方法,利用惩罚性正态分布(PND)函数,根据预定义的离散角度设计纤维方向。通过将连续设计变量离散化并对有效属性进行惩罚,该方法能有效地促使设计变量收敛到偏差较小的目标候选变量之一。由于每个点只使用一个设计变量,因此该方法具有可扩展性,可随着候选方案数量的变化而轻松调整。通过将离散角度优化与结构优化相结合,多尺度方法同时优化了结构拓扑和纤维方向,并考虑了 AM 约束条件。数值示例展示了这一框架的优势及其在解决三维问题方面的扩展。
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来源期刊
Computers & Structures
Computers & Structures 工程技术-工程:土木
CiteScore
8.80
自引率
6.40%
发文量
122
审稿时长
33 days
期刊介绍: Computers & Structures publishes advances in the development and use of computational methods for the solution of problems in engineering and the sciences. The range of appropriate contributions is wide, and includes papers on establishing appropriate mathematical models and their numerical solution in all areas of mechanics. The journal also includes articles that present a substantial review of a field in the topics of the journal.
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