{"title":"拓扑优化生成设计的Ti-6Al-4V髋关节植入物增材制造详细设计与分析","authors":"Abhishek Kishor, Ramesh Gupta Burela, Ankit Gupta","doi":"10.1615/intjmultcompeng.2023050152","DOIUrl":null,"url":null,"abstract":"In this paper, a comprehensive investigation for the design and analysis of Ti-6Al-4V hip joint implants using generative design and topology optimisation, along with Laser Powder Bed Fusion (LPBF) additive manufacturing, has been presented. The study employed the NSGA-II genetic algorithm for generative design, enabling the generation of diverse optimised designs and topology optimisation with the SIMP approach, efficiently reducing implant mass of the design space by up to 75% while maintaining structural integrity. Finite Element Analysis revealed comparable levels of von Misses stress and deformation between geometries obtained with generative design and topology optimisation. However, the combined approach exhibited superior performance, namely topology optimisation followed by generative design, with a 40% reduction in deformation and a 15% reduction in von Misses stress compared to conventional models. LPBF simulations demonstrated the superiority of the optimised geometries, with a 30% reduction in thermal stress and a 66% reduction in deformation compared to conventional designs. It is observed that design input for generative design has a significant impact on the output design. Also, geometry has a notable impact on the quality of the printed part.","PeriodicalId":1,"journal":{"name":"Accounts of Chemical Research","volume":null,"pages":null},"PeriodicalIF":16.4000,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Detailed design and analysis for additive manufacturing of topologically optimised and generatively designed Ti-6Al-4V Hip Joint Implant\",\"authors\":\"Abhishek Kishor, Ramesh Gupta Burela, Ankit Gupta\",\"doi\":\"10.1615/intjmultcompeng.2023050152\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, a comprehensive investigation for the design and analysis of Ti-6Al-4V hip joint implants using generative design and topology optimisation, along with Laser Powder Bed Fusion (LPBF) additive manufacturing, has been presented. The study employed the NSGA-II genetic algorithm for generative design, enabling the generation of diverse optimised designs and topology optimisation with the SIMP approach, efficiently reducing implant mass of the design space by up to 75% while maintaining structural integrity. Finite Element Analysis revealed comparable levels of von Misses stress and deformation between geometries obtained with generative design and topology optimisation. However, the combined approach exhibited superior performance, namely topology optimisation followed by generative design, with a 40% reduction in deformation and a 15% reduction in von Misses stress compared to conventional models. LPBF simulations demonstrated the superiority of the optimised geometries, with a 30% reduction in thermal stress and a 66% reduction in deformation compared to conventional designs. It is observed that design input for generative design has a significant impact on the output design. Also, geometry has a notable impact on the quality of the printed part.\",\"PeriodicalId\":1,\"journal\":{\"name\":\"Accounts of Chemical Research\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":16.4000,\"publicationDate\":\"2023-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Accounts of Chemical Research\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1615/intjmultcompeng.2023050152\",\"RegionNum\":1,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Accounts of Chemical Research","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1615/intjmultcompeng.2023050152","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
Detailed design and analysis for additive manufacturing of topologically optimised and generatively designed Ti-6Al-4V Hip Joint Implant
In this paper, a comprehensive investigation for the design and analysis of Ti-6Al-4V hip joint implants using generative design and topology optimisation, along with Laser Powder Bed Fusion (LPBF) additive manufacturing, has been presented. The study employed the NSGA-II genetic algorithm for generative design, enabling the generation of diverse optimised designs and topology optimisation with the SIMP approach, efficiently reducing implant mass of the design space by up to 75% while maintaining structural integrity. Finite Element Analysis revealed comparable levels of von Misses stress and deformation between geometries obtained with generative design and topology optimisation. However, the combined approach exhibited superior performance, namely topology optimisation followed by generative design, with a 40% reduction in deformation and a 15% reduction in von Misses stress compared to conventional models. LPBF simulations demonstrated the superiority of the optimised geometries, with a 30% reduction in thermal stress and a 66% reduction in deformation compared to conventional designs. It is observed that design input for generative design has a significant impact on the output design. Also, geometry has a notable impact on the quality of the printed part.
期刊介绍:
Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance.
Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.