Jaeyub Hyun , Darun Barazanchy , Jaspreet Pandher , Michel van Tooren , H. Alicia Kim
{"title":"基于水平集法的梯度热塑性复合材料感应焊线圈形状优化","authors":"Jaeyub Hyun , Darun Barazanchy , Jaspreet Pandher , Michel van Tooren , H. Alicia Kim","doi":"10.1016/j.compositesb.2025.112824","DOIUrl":null,"url":null,"abstract":"<div><div>One of the advantages of thermoplastic over thermoset-based polymer composites is the ability to join parts by locally melting and re-solidifying the polymer to form cohesive bonds, alternatively to mechanical fasteners or adhesives. Interest in thermoplastic composites for use in primary structures of aircraft has grown exponentially in the past decade, thanks to the advancements in cohesive joining technologies to reduce structural weight, airframe cost, and enable high-rate production. One of the cohesive joining technologies of interest for thermoplastic composite is welding based on induction heating using an alternating EM field created by running an alternating current through a coil. The best coil design depends on the material to be welded, especially on the type of thermoplastic material and the laminate stacking sequence used and the geometry of the joint. This study focuses on shape optimization of induction welding coils, which are a critical factor in a welding process. A hybrid boundary element/edge-based finite element method is used to solve the Maxwell equations and resolve eddy currents induced in thermoplastic composite laminates. Level-set method is employed for the parameterization of the induction coil design. The coil shape is updated based on the shape sensitivities calculated through the adjoint variable method. To demonstrate the effectiveness of the proposed optimization framework, several numerical studies are performed, and some important geometric characteristics of the optimized coils are observed.</div></div>","PeriodicalId":10660,"journal":{"name":"Composites Part B: Engineering","volume":"306 ","pages":"Article 112824"},"PeriodicalIF":12.7000,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Gradient-based shape optimization of induction welding coil for thermoplastic composites via level-set method\",\"authors\":\"Jaeyub Hyun , Darun Barazanchy , Jaspreet Pandher , Michel van Tooren , H. Alicia Kim\",\"doi\":\"10.1016/j.compositesb.2025.112824\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>One of the advantages of thermoplastic over thermoset-based polymer composites is the ability to join parts by locally melting and re-solidifying the polymer to form cohesive bonds, alternatively to mechanical fasteners or adhesives. Interest in thermoplastic composites for use in primary structures of aircraft has grown exponentially in the past decade, thanks to the advancements in cohesive joining technologies to reduce structural weight, airframe cost, and enable high-rate production. One of the cohesive joining technologies of interest for thermoplastic composite is welding based on induction heating using an alternating EM field created by running an alternating current through a coil. The best coil design depends on the material to be welded, especially on the type of thermoplastic material and the laminate stacking sequence used and the geometry of the joint. This study focuses on shape optimization of induction welding coils, which are a critical factor in a welding process. A hybrid boundary element/edge-based finite element method is used to solve the Maxwell equations and resolve eddy currents induced in thermoplastic composite laminates. Level-set method is employed for the parameterization of the induction coil design. The coil shape is updated based on the shape sensitivities calculated through the adjoint variable method. To demonstrate the effectiveness of the proposed optimization framework, several numerical studies are performed, and some important geometric characteristics of the optimized coils are observed.</div></div>\",\"PeriodicalId\":10660,\"journal\":{\"name\":\"Composites Part B: Engineering\",\"volume\":\"306 \",\"pages\":\"Article 112824\"},\"PeriodicalIF\":12.7000,\"publicationDate\":\"2025-07-18\",\"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/S1359836825007309\",\"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}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Composites Part B: Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1359836825007309","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}
Gradient-based shape optimization of induction welding coil for thermoplastic composites via level-set method
One of the advantages of thermoplastic over thermoset-based polymer composites is the ability to join parts by locally melting and re-solidifying the polymer to form cohesive bonds, alternatively to mechanical fasteners or adhesives. Interest in thermoplastic composites for use in primary structures of aircraft has grown exponentially in the past decade, thanks to the advancements in cohesive joining technologies to reduce structural weight, airframe cost, and enable high-rate production. One of the cohesive joining technologies of interest for thermoplastic composite is welding based on induction heating using an alternating EM field created by running an alternating current through a coil. The best coil design depends on the material to be welded, especially on the type of thermoplastic material and the laminate stacking sequence used and the geometry of the joint. This study focuses on shape optimization of induction welding coils, which are a critical factor in a welding process. A hybrid boundary element/edge-based finite element method is used to solve the Maxwell equations and resolve eddy currents induced in thermoplastic composite laminates. Level-set method is employed for the parameterization of the induction coil design. The coil shape is updated based on the shape sensitivities calculated through the adjoint variable method. To demonstrate the effectiveness of the proposed optimization framework, several numerical studies are performed, and some important geometric characteristics of the optimized coils are observed.
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.