Sanjay Sharma , Xiao Zhang , Jesse Grant , Ryan Fitzhugh , Jason W. Scharf
{"title":"A model based accelerated RTM process design for optimal performance","authors":"Sanjay Sharma , Xiao Zhang , Jesse Grant , Ryan Fitzhugh , Jason W. Scharf","doi":"10.1016/j.compositesb.2025.113008","DOIUrl":null,"url":null,"abstract":"<div><div>Typical carbon-fiber reinforced polymer (CFRP) composite high-rate manufacturing processes require a multi-physics understanding of the key material and process design variables. A model-based approach may deliver an optimized manufacturing process and yet require experimental validation of quality and mechanical performance to make it an acceptable solution to the industry. The models, especially if 3D, are complex and require extensive characterization with a cross-functional level of resources. This study captures (A) the development of a 1D multi-physics heuristic model applicable to any material system, and (B) the development of an accelerated resin transfer molding (RTM) process design for low-permeability fiber reinforcement using this 1D heuristic model. The laminates manufactured using this model-based accelerated approach meet the specifications on quality and key mechanical properties. Hexcel's biaxial IM8 HiMax® non-crimp fabric with a thermoplastic veil and 1078-1 resin are chosen for the study to develop a process design methodology for (177 °C) cure epoxy. Multi-physics material models of IM8 HiMax® and 1078-1 resin are used to simulate and predict the optimal cure cycles. Critical mechanical testing compares the outcomes from different cure cycles, including a baseline process nominally followed by the industry. Results show that the accelerated-cure panels (50 % cycle time compared with the baseline) are of good quality and perform just as well regarding the mechanical properties. This model-based approach can be extended to more complex geometry and structures for this material system and/or applied to other composite material systems.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"309 ","pages":"Article 113008"},"PeriodicalIF":14.2000,"publicationDate":"2025-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Composites Part B: Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1359836825009199","RegionNum":1,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
Typical carbon-fiber reinforced polymer (CFRP) composite high-rate manufacturing processes require a multi-physics understanding of the key material and process design variables. A model-based approach may deliver an optimized manufacturing process and yet require experimental validation of quality and mechanical performance to make it an acceptable solution to the industry. The models, especially if 3D, are complex and require extensive characterization with a cross-functional level of resources. This study captures (A) the development of a 1D multi-physics heuristic model applicable to any material system, and (B) the development of an accelerated resin transfer molding (RTM) process design for low-permeability fiber reinforcement using this 1D heuristic model. The laminates manufactured using this model-based accelerated approach meet the specifications on quality and key mechanical properties. Hexcel's biaxial IM8 HiMax® non-crimp fabric with a thermoplastic veil and 1078-1 resin are chosen for the study to develop a process design methodology for (177 °C) cure epoxy. Multi-physics material models of IM8 HiMax® and 1078-1 resin are used to simulate and predict the optimal cure cycles. Critical mechanical testing compares the outcomes from different cure cycles, including a baseline process nominally followed by the industry. Results show that the accelerated-cure panels (50 % cycle time compared with the baseline) are of good quality and perform just as well regarding the mechanical properties. This model-based approach can be extended to more complex geometry and structures for this material system and/or applied to other composite material systems.
期刊介绍:
Composites Part B: Engineering is a journal that publishes impactful research of high quality on composite materials. This research is supported by fundamental mechanics and materials science and engineering approaches. The targeted research can cover a wide range of length scales, ranging from nano to micro and meso, and even to the full product and structure level. The journal specifically focuses on engineering applications that involve high performance composites. These applications can range from low volume and high cost to high volume and low cost composite development.
The main goal of the journal is to provide a platform for the prompt publication of original and high quality research. The emphasis is on design, development, modeling, validation, and manufacturing of engineering details and concepts. The journal welcomes both basic research papers and proposals for review articles. Authors are encouraged to address challenges across various application areas. These areas include, but are not limited to, aerospace, automotive, and other surface transportation. The journal also covers energy-related applications, with a focus on renewable energy. Other application areas include infrastructure, off-shore and maritime projects, health care technology, and recreational products.