Toward accurate prediction of partial-penetration laser weld performance informed by three-dimensional characterization – Part II: μCT based finite element simulations

Kyle N. Karlson , Alyssa J. Skulborstad , Jonathan D. Madison , Andrew T. Polonsky , Helena Jin , Amanda Jones , Brett Sanborn , Sharlotte L.B. Kramer , Bonnie R. Antoun , Wei-Yang Lu
{"title":"Toward accurate prediction of partial-penetration laser weld performance informed by three-dimensional characterization – Part II: μCT based finite element simulations","authors":"Kyle N. Karlson ,&nbsp;Alyssa J. Skulborstad ,&nbsp;Jonathan D. Madison ,&nbsp;Andrew T. Polonsky ,&nbsp;Helena Jin ,&nbsp;Amanda Jones ,&nbsp;Brett Sanborn ,&nbsp;Sharlotte L.B. Kramer ,&nbsp;Bonnie R. Antoun ,&nbsp;Wei-Yang Lu","doi":"10.1016/j.tmater.2023.100007","DOIUrl":null,"url":null,"abstract":"<div><p>The mechanical behavior of partial-penetration laser welds exhibits significant variability in engineering quantities such as strength and apparent ductility. Understanding the root cause of this variability is important when using such welds in engineering designs. In Part II of this work, we develop finite element simulations with geometry derived from micro-computed tomography (<em>μ</em>CT) scans of partial-penetration 304L stainless steel laser welds that were analyzed in Part I. We use these models to study the effects of the welds’ small-scale geometry, including porosity and weld depth variability, on the structural performance metrics of weld ductility and strength under quasi-static tensile loading. We show that this small-scale geometry is the primary cause of the observed variability for these mechanical response quantities. Additionally, we explore the sensitivity of model results to the conversion of the <em>μ</em>CT data to discretized model geometry using different segmentation algorithms, and to the effect of small-scale geometry simplifications for pore shape and weld root texture. The modeling approach outlined and results of this work may be applicable to other material systems with small-scale geometric features and defects, such as additively manufactured materials.</p></div>","PeriodicalId":101254,"journal":{"name":"Tomography of Materials and Structures","volume":"2 ","pages":"Article 100007"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Tomography of Materials and Structures","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2949673X23000050","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

The mechanical behavior of partial-penetration laser welds exhibits significant variability in engineering quantities such as strength and apparent ductility. Understanding the root cause of this variability is important when using such welds in engineering designs. In Part II of this work, we develop finite element simulations with geometry derived from micro-computed tomography (μCT) scans of partial-penetration 304L stainless steel laser welds that were analyzed in Part I. We use these models to study the effects of the welds’ small-scale geometry, including porosity and weld depth variability, on the structural performance metrics of weld ductility and strength under quasi-static tensile loading. We show that this small-scale geometry is the primary cause of the observed variability for these mechanical response quantities. Additionally, we explore the sensitivity of model results to the conversion of the μCT data to discretized model geometry using different segmentation algorithms, and to the effect of small-scale geometry simplifications for pore shape and weld root texture. The modeling approach outlined and results of this work may be applicable to other material systems with small-scale geometric features and defects, such as additively manufactured materials.

通过三维表征对部分熔透激光焊接性能的准确预测-第二部分:基于μCT的有限元模拟
部分熔透激光焊接的力学行为在工程量(如强度和表观延展性)方面表现出显著的可变性。在工程设计中使用此类焊缝时,了解这种可变性的根本原因非常重要。在这项工作的第二部分中,我们开发了有限元模拟,其几何形状来源于第一部分中分析的部分熔透304L不锈钢激光焊缝的微计算机断层扫描(μCT)扫描。我们使用这些模型来研究焊缝小规模几何形状的影响,包括孔隙率和焊缝深度变化,关于准静态拉伸载荷下焊缝延展性和强度的结构性能指标。我们表明,这种小规模的几何形状是观察到的这些机械响应量变化的主要原因。此外,我们还探讨了模型结果对使用不同分割算法将μCT数据转换为离散模型几何体的敏感性,以及对孔隙形状和焊根纹理的小规模几何简化的影响的敏感性。这项工作概述的建模方法和结果可能适用于其他具有小规模几何特征和缺陷的材料系统,例如添加制造的材料。
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 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信