An efficient cross-platform multi-material topology optimization approach occupying enhanced BESO method

IF 2.1 3区 工程技术 Q3 MECHANICS Meccanica Pub Date : 2024-12-27 DOI:10.1007/s11012-024-01916-w
Wangyu Liu, Guanghui Huang, Weigui Xie
{"title":"An efficient cross-platform multi-material topology optimization approach occupying enhanced BESO method","authors":"Wangyu Liu,&nbsp;Guanghui Huang,&nbsp;Weigui Xie","doi":"10.1007/s11012-024-01916-w","DOIUrl":null,"url":null,"abstract":"<div><p>This paper introduces an engineering algorithm that utilizes PYTHON as an interface and integrates MATLAB and ABAQUS software. The algorithm enhances the Bi-directional Evolutionary Structure Optimization soft killing method, enabling it to perform topology optimization for multiple materials. Additionally, we incorporate adaptive dynamic evolution rates(ER) to accelerate the acquisition of stable topology optimization results. This method consists of a main function and four dependency functions. The main function includes element sensitivity calculation, sensitivity filtering, updating design variables, and optimization loop function. The other functions are responsible for creating new inp files for optimization calculation, extracting node information, and obtaining finite element analysis results. The algorithm’s effectiveness and efficiency were verified through numerical examples. Researchers can directly create models in ABAQUS, apply loads, and perform analysis without the effort to write custom code.</p></div>","PeriodicalId":695,"journal":{"name":"Meccanica","volume":"60 2","pages":"173 - 193"},"PeriodicalIF":2.1000,"publicationDate":"2024-12-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Meccanica","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s11012-024-01916-w","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"MECHANICS","Score":null,"Total":0}
引用次数: 0

Abstract

This paper introduces an engineering algorithm that utilizes PYTHON as an interface and integrates MATLAB and ABAQUS software. The algorithm enhances the Bi-directional Evolutionary Structure Optimization soft killing method, enabling it to perform topology optimization for multiple materials. Additionally, we incorporate adaptive dynamic evolution rates(ER) to accelerate the acquisition of stable topology optimization results. This method consists of a main function and four dependency functions. The main function includes element sensitivity calculation, sensitivity filtering, updating design variables, and optimization loop function. The other functions are responsible for creating new inp files for optimization calculation, extracting node information, and obtaining finite element analysis results. The algorithm’s effectiveness and efficiency were verified through numerical examples. Researchers can directly create models in ABAQUS, apply loads, and perform analysis without the effort to write custom code.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
一种高效的跨平台多材料拓扑优化方法
本文介绍了一种利用PYTHON作为接口并集成了MATLAB和ABAQUS软件的工程算法。该算法增强了双向进化结构优化软杀伤方法,使其能够对多种材料进行拓扑优化。此外,我们还加入了自适应动态进化率(ER),以加速获得稳定的拓扑优化结果。该方法由一个主函数和四个依赖函数组成。主函数包括元素灵敏度计算、灵敏度过滤、更新设计变量和优化循环函数。其他函数负责为优化计算创建新的 inp 文件、提取节点信息和获取有限元分析结果。通过数值实例验证了算法的有效性和效率。研究人员可以直接在 ABAQUS 中创建模型、施加载荷并进行分析,而无需编写自定义代码。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Meccanica
Meccanica 物理-力学
CiteScore
4.70
自引率
3.70%
发文量
151
审稿时长
7 months
期刊介绍: Meccanica focuses on the methodological framework shared by mechanical scientists when addressing theoretical or applied problems. Original papers address various aspects of mechanical and mathematical modeling, of solution, as well as of analysis of system behavior. The journal explores fundamental and applications issues in established areas of mechanics research as well as in emerging fields; contemporary research on general mechanics, solid and structural mechanics, fluid mechanics, and mechanics of machines; interdisciplinary fields between mechanics and other mathematical and engineering sciences; interaction of mechanics with dynamical systems, advanced materials, control and computation; electromechanics; biomechanics. Articles include full length papers; topical overviews; brief notes; discussions and comments on published papers; book reviews; and an international calendar of conferences. Meccanica, the official journal of the Italian Association of Theoretical and Applied Mechanics, was established in 1966.
期刊最新文献
Full-field displacement reconstruction in structural health monitoring using machine learning approach: case study with experimental validation A comment on a dynamic crack nucleation criterion Asymptotics on the dynamics of the hanging chain pendulum A novel decoupling algorithm covering error auto-compensation for general six-axis acceleration sensing mechanisms Screw dislocation strengthening theory unlocks unique stress–strain solutions from nanoindentation: application to bearing steels
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1