{"title":"Manufacturability-aware topology and toolpath co-design for continuous fiber-reinforced composites additive manufacturing","authors":"Huilin Ren , Ziwen Chen , Xiaoxiao Shen , Yi Xiong","doi":"10.1016/j.cma.2025.118162","DOIUrl":null,"url":null,"abstract":"<div><div>Design for continuous fiber-reinforced polymer additive manufacturing (CFRP-AM) has evolved from sequential approaches to concurrent design methods, enabling the simultaneous optimization of structural topology and fiber toolpaths. However, existing studies fails to consider the manufacturing constraints inherent to CFRP-AM, such as toolpath width consistency and fiber continuity, which are critical to achieving both performance and manufacturability. To address these challenges, this study proposes an extended integrated structure and toolpath optimization (ISTO) method for CFRP-AM that embeds manufacturing constraints directly into the optimization problem formulation. Specifically, the toolpath width consistency constraint is modeled as a function of the scalar field gradient, with deviations minimized through standard deviation control to ensure uniform fiber deposition. The fiber continuity constraint is quantified through a penalty term derived from the logical interplay between structural and toolpath variables, ensuring smooth and uninterrupted fiber toolpaths. The method enables the concurrent optimization of structural topology and fiber toolpaths, generating designs that are both structurally robust and practically manufacturable. Case studies, including a Messerschmitt-Bölkow-Blohm (MBB) benchmark and applications in lightweight robotic systems, demonstrate the effectiveness of the proposed approach in improving manufacturability and structural performance. This method not only bridges the gap between theoretical structural design and practical manufacturing implementation but also provides a novel design paradigm for structural components in lightweight robotic systems, highlighting its potential for broader engineering applications.</div></div>","PeriodicalId":55222,"journal":{"name":"Computer Methods in Applied Mechanics and Engineering","volume":"444 ","pages":"Article 118162"},"PeriodicalIF":6.9000,"publicationDate":"2025-06-18","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/S0045782525004347","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
Design for continuous fiber-reinforced polymer additive manufacturing (CFRP-AM) has evolved from sequential approaches to concurrent design methods, enabling the simultaneous optimization of structural topology and fiber toolpaths. However, existing studies fails to consider the manufacturing constraints inherent to CFRP-AM, such as toolpath width consistency and fiber continuity, which are critical to achieving both performance and manufacturability. To address these challenges, this study proposes an extended integrated structure and toolpath optimization (ISTO) method for CFRP-AM that embeds manufacturing constraints directly into the optimization problem formulation. Specifically, the toolpath width consistency constraint is modeled as a function of the scalar field gradient, with deviations minimized through standard deviation control to ensure uniform fiber deposition. The fiber continuity constraint is quantified through a penalty term derived from the logical interplay between structural and toolpath variables, ensuring smooth and uninterrupted fiber toolpaths. The method enables the concurrent optimization of structural topology and fiber toolpaths, generating designs that are both structurally robust and practically manufacturable. Case studies, including a Messerschmitt-Bölkow-Blohm (MBB) benchmark and applications in lightweight robotic systems, demonstrate the effectiveness of the proposed approach in improving manufacturability and structural performance. This method not only bridges the gap between theoretical structural design and practical manufacturing implementation but also provides a novel design paradigm for structural components in lightweight robotic systems, highlighting its potential for broader engineering applications.
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.