{"title":"Multiscale topology optimization of architected fiber reinforced composites considering manufacturability","authors":"Arijit Pradhan, Narasimha Boddeti","doi":"10.1016/j.cma.2025.118121","DOIUrl":null,"url":null,"abstract":"<div><div>Advances in additive manufacturing and tow-steered processes are now enabling the fabrication of fiber-reinforced composites (FRCs) with architected microstructures, via complex curvilinear fiber paths/layouts, for desired structural response at the macroscale. Engineers can leverage these advances, via multiscale topology optimization (MTO), to design structures with optimized macro and microstructures, and realize what we term as architected fiber-reinforced composites (AFRCs). However, a majority of MTO approaches do not consider manufacturability and lead to a significantly different manufactured structure than the optimized design. The most critical manufacturability considerations for AFRCs are no gaps or overlaps between adjacent fiber paths and no singularities, i.e., points where the local fiber orientation vector is not well-defined. To address these considerations, we devised an easy to implement MTO framework that innovatively employs both level set and density-based parametrizations, unlike other approaches in the literature. Specifically, we use a level set function to parametrize the fibrous microstructure while using fictitious densities for the macrostructure following the widely used density-based topology optimization. Gaps and overlaps between fiber paths are prevented by restricting the level set function to a distance field, while singularities are mitigated by penalizing the material stiffness tensor. The restriction to a distance field is achieved by minimizing the residual of the eikonal equation along with the principal objective of the design problem. The effectiveness of the proposed method is demonstrated by two-scale (i.e., macro and microstructures) and single-scale (microstructure-only) optimization of planar FRC structures with either continuous or discontinuous reinforcement.</div></div>","PeriodicalId":55222,"journal":{"name":"Computer Methods in Applied Mechanics and Engineering","volume":"444 ","pages":"Article 118121"},"PeriodicalIF":6.9000,"publicationDate":"2025-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computer Methods in Applied Mechanics and Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0045782525003937","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
Advances in additive manufacturing and tow-steered processes are now enabling the fabrication of fiber-reinforced composites (FRCs) with architected microstructures, via complex curvilinear fiber paths/layouts, for desired structural response at the macroscale. Engineers can leverage these advances, via multiscale topology optimization (MTO), to design structures with optimized macro and microstructures, and realize what we term as architected fiber-reinforced composites (AFRCs). However, a majority of MTO approaches do not consider manufacturability and lead to a significantly different manufactured structure than the optimized design. The most critical manufacturability considerations for AFRCs are no gaps or overlaps between adjacent fiber paths and no singularities, i.e., points where the local fiber orientation vector is not well-defined. To address these considerations, we devised an easy to implement MTO framework that innovatively employs both level set and density-based parametrizations, unlike other approaches in the literature. Specifically, we use a level set function to parametrize the fibrous microstructure while using fictitious densities for the macrostructure following the widely used density-based topology optimization. Gaps and overlaps between fiber paths are prevented by restricting the level set function to a distance field, while singularities are mitigated by penalizing the material stiffness tensor. The restriction to a distance field is achieved by minimizing the residual of the eikonal equation along with the principal objective of the design problem. The effectiveness of the proposed method is demonstrated by two-scale (i.e., macro and microstructures) and single-scale (microstructure-only) optimization of planar FRC structures with either continuous or discontinuous reinforcement.
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.