Zhaoyou Sun , Tingxi Yuan , Wenbo Liu , Jiaqi He , Tiejun Sui , Yangjun Luo
{"title":"针对具有任意设计域的大型结构的多区域 MFSE 拓扑优化方法","authors":"Zhaoyou Sun , Tingxi Yuan , Wenbo Liu , Jiaqi He , Tiejun Sui , Yangjun Luo","doi":"10.1016/j.advengsoft.2024.103778","DOIUrl":null,"url":null,"abstract":"<div><div>Due to its exceptional mechanical properties, large-scale topology optimization with arbitrary design domains has become an attractive mission and facilitated the application of topology optimization methods in practical engineering applications. In this work, an extended material-field series expansion (MFSE) method that employs a multi-regional strategy with spatial-varied correlation length is proposed for arbitrary design domain and overcoming several shortcomings of the original MFSE method. The proposed approach involves dividing the design domain into multiple sub-regions through background grid mapping technology, where each sub-region is characterized by its own material field function. The evolution of these material-field functions is carried out independently driven by the design sensitivity of the objective function and constraints. As expected, the structures in any two adjacent sub-regions can be connected perfectly due to the continuity of the solution by mono-scale analysis. The proposed framework is scalable and can be utilized for parallel computation, arbitrary design domains, and different topology optimization problems. Several numerical examples, including 2D and 3D design domains with arbitrary geometries, are presented to validate the effectiveness of the proposed method in applying large-scale structures with arbitrary design domains.</div></div>","PeriodicalId":50866,"journal":{"name":"Advances in Engineering Software","volume":"198 ","pages":"Article 103778"},"PeriodicalIF":4.0000,"publicationDate":"2024-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A multi-regional MFSE topology optimization method for large-scale structures with arbitrary design domains\",\"authors\":\"Zhaoyou Sun , Tingxi Yuan , Wenbo Liu , Jiaqi He , Tiejun Sui , Yangjun Luo\",\"doi\":\"10.1016/j.advengsoft.2024.103778\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Due to its exceptional mechanical properties, large-scale topology optimization with arbitrary design domains has become an attractive mission and facilitated the application of topology optimization methods in practical engineering applications. In this work, an extended material-field series expansion (MFSE) method that employs a multi-regional strategy with spatial-varied correlation length is proposed for arbitrary design domain and overcoming several shortcomings of the original MFSE method. The proposed approach involves dividing the design domain into multiple sub-regions through background grid mapping technology, where each sub-region is characterized by its own material field function. The evolution of these material-field functions is carried out independently driven by the design sensitivity of the objective function and constraints. As expected, the structures in any two adjacent sub-regions can be connected perfectly due to the continuity of the solution by mono-scale analysis. The proposed framework is scalable and can be utilized for parallel computation, arbitrary design domains, and different topology optimization problems. Several numerical examples, including 2D and 3D design domains with arbitrary geometries, are presented to validate the effectiveness of the proposed method in applying large-scale structures with arbitrary design domains.</div></div>\",\"PeriodicalId\":50866,\"journal\":{\"name\":\"Advances in Engineering Software\",\"volume\":\"198 \",\"pages\":\"Article 103778\"},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2024-09-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Advances in Engineering Software\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0965997824001856\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in Engineering Software","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0965997824001856","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
A multi-regional MFSE topology optimization method for large-scale structures with arbitrary design domains
Due to its exceptional mechanical properties, large-scale topology optimization with arbitrary design domains has become an attractive mission and facilitated the application of topology optimization methods in practical engineering applications. In this work, an extended material-field series expansion (MFSE) method that employs a multi-regional strategy with spatial-varied correlation length is proposed for arbitrary design domain and overcoming several shortcomings of the original MFSE method. The proposed approach involves dividing the design domain into multiple sub-regions through background grid mapping technology, where each sub-region is characterized by its own material field function. The evolution of these material-field functions is carried out independently driven by the design sensitivity of the objective function and constraints. As expected, the structures in any two adjacent sub-regions can be connected perfectly due to the continuity of the solution by mono-scale analysis. The proposed framework is scalable and can be utilized for parallel computation, arbitrary design domains, and different topology optimization problems. Several numerical examples, including 2D and 3D design domains with arbitrary geometries, are presented to validate the effectiveness of the proposed method in applying large-scale structures with arbitrary design domains.
期刊介绍:
The objective of this journal is to communicate recent and projected advances in computer-based engineering techniques. The fields covered include mechanical, aerospace, civil and environmental engineering, with an emphasis on research and development leading to practical problem-solving.
The scope of the journal includes:
• Innovative computational strategies and numerical algorithms for large-scale engineering problems
• Analysis and simulation techniques and systems
• Model and mesh generation
• Control of the accuracy, stability and efficiency of computational process
• Exploitation of new computing environments (eg distributed hetergeneous and collaborative computing)
• Advanced visualization techniques, virtual environments and prototyping
• Applications of AI, knowledge-based systems, computational intelligence, including fuzzy logic, neural networks and evolutionary computations
• Application of object-oriented technology to engineering problems
• Intelligent human computer interfaces
• Design automation, multidisciplinary design and optimization
• CAD, CAE and integrated process and product development systems
• Quality and reliability.