Adarsh Kumar Shah , Arnab Palit , Mark A. Williams , Paul F. Wilson , Atul Jain
{"title":"熔融沉积模型中短碳纤维增强PLA的微观结构变化及其对有效刚度的影响","authors":"Adarsh Kumar Shah , Arnab Palit , Mark A. Williams , Paul F. Wilson , Atul Jain","doi":"10.1016/j.compositesa.2025.109229","DOIUrl":null,"url":null,"abstract":"<div><div>This study investigates the change in microstructure of short carbon fiber-reinforced polylactic acid (CF-PLA) filaments during fused deposition modeling (FDM) printing and its impact on the effective elastic modulus of printed parts. A comprehensive experimental protocol is employed, including thermogravimetric analysis (TGA), photomicrography, and micro-computed tomography (µ-CT) to characterize key microstructural parameters such as fiber volume fraction, aspect ratio, and fiber orientation distribution. Additionally, uniaxial tensile tests are performed on specimens printed in three raster orientations (<em>0°</em>, <em>±45°</em>, and <em>90°</em>) to characterize mechanical response. The experiments reveal significant fiber misalignment, fiber breakage, and matrix degradation during FDM printing, all contributing to a substantial reduction in Young’s modulus.</div><div>To interpret the experimental observations, two novel tri-scale homogenization models (Mori-Tanaka-Finite Element and Fully Finite Element) were developed, integrating micro-, meso-, and macro-scale data to predict effective stiffness with errors below 5% and 7%, respectively, across various raster orientations. A key innovation in this framework is the introduction of a degradation parameter to account for matrix deterioration during printing. Parametric studies identified fiber breakage as the most significant factor, causing a 27.15% stiffness loss, followed by misalignment (15.54%) and matrix degradation (10.74%). This holistic framework, combining experimental and computational approaches, elucidates process-structure–property relationships, offering a new insights about FDM-printed short fiber-reinforced composites for structural applications.</div></div>","PeriodicalId":282,"journal":{"name":"Composites Part A: Applied Science and Manufacturing","volume":"199 ","pages":"Article 109229"},"PeriodicalIF":8.1000,"publicationDate":"2025-08-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Microstructural alteration and its impact on the effective stiffness of short carbon fiber-reinforced PLA in fused deposition modeling\",\"authors\":\"Adarsh Kumar Shah , Arnab Palit , Mark A. Williams , Paul F. Wilson , Atul Jain\",\"doi\":\"10.1016/j.compositesa.2025.109229\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study investigates the change in microstructure of short carbon fiber-reinforced polylactic acid (CF-PLA) filaments during fused deposition modeling (FDM) printing and its impact on the effective elastic modulus of printed parts. A comprehensive experimental protocol is employed, including thermogravimetric analysis (TGA), photomicrography, and micro-computed tomography (µ-CT) to characterize key microstructural parameters such as fiber volume fraction, aspect ratio, and fiber orientation distribution. Additionally, uniaxial tensile tests are performed on specimens printed in three raster orientations (<em>0°</em>, <em>±45°</em>, and <em>90°</em>) to characterize mechanical response. The experiments reveal significant fiber misalignment, fiber breakage, and matrix degradation during FDM printing, all contributing to a substantial reduction in Young’s modulus.</div><div>To interpret the experimental observations, two novel tri-scale homogenization models (Mori-Tanaka-Finite Element and Fully Finite Element) were developed, integrating micro-, meso-, and macro-scale data to predict effective stiffness with errors below 5% and 7%, respectively, across various raster orientations. A key innovation in this framework is the introduction of a degradation parameter to account for matrix deterioration during printing. Parametric studies identified fiber breakage as the most significant factor, causing a 27.15% stiffness loss, followed by misalignment (15.54%) and matrix degradation (10.74%). This holistic framework, combining experimental and computational approaches, elucidates process-structure–property relationships, offering a new insights about FDM-printed short fiber-reinforced composites for structural applications.</div></div>\",\"PeriodicalId\":282,\"journal\":{\"name\":\"Composites Part A: Applied Science and Manufacturing\",\"volume\":\"199 \",\"pages\":\"Article 109229\"},\"PeriodicalIF\":8.1000,\"publicationDate\":\"2025-08-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Composites Part A: Applied Science and Manufacturing\",\"FirstCategoryId\":\"1\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1359835X25005238\",\"RegionNum\":2,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, MANUFACTURING\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Composites Part A: Applied Science and Manufacturing","FirstCategoryId":"1","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1359835X25005238","RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MANUFACTURING","Score":null,"Total":0}
Microstructural alteration and its impact on the effective stiffness of short carbon fiber-reinforced PLA in fused deposition modeling
This study investigates the change in microstructure of short carbon fiber-reinforced polylactic acid (CF-PLA) filaments during fused deposition modeling (FDM) printing and its impact on the effective elastic modulus of printed parts. A comprehensive experimental protocol is employed, including thermogravimetric analysis (TGA), photomicrography, and micro-computed tomography (µ-CT) to characterize key microstructural parameters such as fiber volume fraction, aspect ratio, and fiber orientation distribution. Additionally, uniaxial tensile tests are performed on specimens printed in three raster orientations (0°, ±45°, and 90°) to characterize mechanical response. The experiments reveal significant fiber misalignment, fiber breakage, and matrix degradation during FDM printing, all contributing to a substantial reduction in Young’s modulus.
To interpret the experimental observations, two novel tri-scale homogenization models (Mori-Tanaka-Finite Element and Fully Finite Element) were developed, integrating micro-, meso-, and macro-scale data to predict effective stiffness with errors below 5% and 7%, respectively, across various raster orientations. A key innovation in this framework is the introduction of a degradation parameter to account for matrix deterioration during printing. Parametric studies identified fiber breakage as the most significant factor, causing a 27.15% stiffness loss, followed by misalignment (15.54%) and matrix degradation (10.74%). This holistic framework, combining experimental and computational approaches, elucidates process-structure–property relationships, offering a new insights about FDM-printed short fiber-reinforced composites for structural applications.
期刊介绍:
Composites Part A: Applied Science and Manufacturing is a comprehensive journal that publishes original research papers, review articles, case studies, short communications, and letters covering various aspects of composite materials science and technology. This includes fibrous and particulate reinforcements in polymeric, metallic, and ceramic matrices, as well as 'natural' composites like wood and biological materials. The journal addresses topics such as properties, design, and manufacture of reinforcing fibers and particles, novel architectures and concepts, multifunctional composites, advancements in fabrication and processing, manufacturing science, process modeling, experimental mechanics, microstructural characterization, interfaces, prediction and measurement of mechanical, physical, and chemical behavior, and performance in service. Additionally, articles on economic and commercial aspects, design, and case studies are welcomed. All submissions undergo rigorous peer review to ensure they contribute significantly and innovatively, maintaining high standards for content and presentation. The editorial team aims to expedite the review process for prompt publication.