{"title":"A Selective Integration-Based Adaptive Mesh Refinement Approach for Accurate and Efficient Welding Process Simulation","authors":"Hui Huang, Hidekazu Murakawa","doi":"10.3390/jmmp7060206","DOIUrl":null,"url":null,"abstract":"To save computational time and physical memory in welding thermo-mechanical analysis, an accurate adaptive mesh refinement (AMR) method was proposed based on the feature of moving heat source during the welding. The locally refined mesh was generated automatically according to the position of the heat source to solve the displacement field. A background mesh, without forming a global matrix, was designed to maintain the accuracy of stress and strain after mesh coarsening. The solutions are always carried out on the refined computational mesh using a selective integration scheme. To evaluate the performance of the developed method, a fillet welding joint was first analyzed via validation of the accuracy of conventional FEM by experiment. Secondly, a larger fillet joint and its variations with a greater number of degrees of freedom were analyzed via conventional FEM and current AMR. The simulation results confirmed that the proposed method is accurate and efficient. An improvement in computational efficiency by 7 times was obtained, and memory saving is about 63% for large-scale models.","PeriodicalId":16319,"journal":{"name":"Journal of Manufacturing and Materials Processing","volume":"2020 5","pages":""},"PeriodicalIF":3.3000,"publicationDate":"2023-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Manufacturing and Materials Processing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/jmmp7060206","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, MANUFACTURING","Score":null,"Total":0}
引用次数: 0
Abstract
To save computational time and physical memory in welding thermo-mechanical analysis, an accurate adaptive mesh refinement (AMR) method was proposed based on the feature of moving heat source during the welding. The locally refined mesh was generated automatically according to the position of the heat source to solve the displacement field. A background mesh, without forming a global matrix, was designed to maintain the accuracy of stress and strain after mesh coarsening. The solutions are always carried out on the refined computational mesh using a selective integration scheme. To evaluate the performance of the developed method, a fillet welding joint was first analyzed via validation of the accuracy of conventional FEM by experiment. Secondly, a larger fillet joint and its variations with a greater number of degrees of freedom were analyzed via conventional FEM and current AMR. The simulation results confirmed that the proposed method is accurate and efficient. An improvement in computational efficiency by 7 times was obtained, and memory saving is about 63% for large-scale models.
为了节省焊接热机械分析的计算时间和物理内存,根据焊接过程中热源移动的特点,提出了一种精确的自适应网格细化(AMR)方法。根据热源的位置自动生成局部细化网格,以求解位移场。设计了一个不形成全局矩阵的背景网格,以保持网格粗化后应力和应变的精度。求解始终在细化的计算网格上进行,采用选择性积分方案。为了评估所开发方法的性能,首先通过实验验证了传统 FEM 的准确性,并对圆角焊接接头进行了分析。其次,通过传统 FEM 和当前 AMR 分析了一个更大的圆角焊点及其具有更多自由度的变化。模拟结果证实了所提出方法的准确性和高效性。计算效率提高了 7 倍,对于大型模型,内存节省了约 63%。