Numerical study of smoothed particle Galerkin method in orthogonal cutting simulations

IF 2.8 3区 工程技术 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Zihui Zhang, Xuanyu Sheng
{"title":"Numerical study of smoothed particle Galerkin method in orthogonal cutting simulations","authors":"Zihui Zhang,&nbsp;Xuanyu Sheng","doi":"10.1007/s40571-024-00843-7","DOIUrl":null,"url":null,"abstract":"<div><p>This paper explores the application of the smoothed particle Galerkin (SPG) method in orthogonal cutting simulation, aiming to assess its accuracy and stability in predicting chip morphology and cutting force compared to conventional methods such as the finite element method (FEM) and the smoothed particle hydrodynamics (SPH) method. By conducting a comparative analysis with FEM and SPH techniques, the study evaluates SPG’s efficacy in simulating chip morphology, stress distribution, and cutting force prediction. Results indicate that the SPG method yields more consistent and uniform chip morphology, a more evenly distributed chip stress profile, and mitigates cutting force variation, thereby providing a more realistic portrayal of dynamic responses during the cutting process. Simulations are conducted across various particle distance, revealing SPG’s superior consistency in cutting force prediction across different mesh sizes. Furthermore, this study scrutinizes the influence of key parameters within the SPG method, including normalization parameters, kernel function type, and damage mechanism, on simulation outcomes. Findings suggest that normalization parameters and the choice of damage mechanism significantly impact cutting force and deformation, while the selection of kernel function affects simulation convergence.</p></div>","PeriodicalId":524,"journal":{"name":"Computational Particle Mechanics","volume":"12 2","pages":"933 - 945"},"PeriodicalIF":2.8000,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computational Particle Mechanics","FirstCategoryId":"5","ListUrlMain":"https://link.springer.com/article/10.1007/s40571-024-00843-7","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
引用次数: 0

Abstract

This paper explores the application of the smoothed particle Galerkin (SPG) method in orthogonal cutting simulation, aiming to assess its accuracy and stability in predicting chip morphology and cutting force compared to conventional methods such as the finite element method (FEM) and the smoothed particle hydrodynamics (SPH) method. By conducting a comparative analysis with FEM and SPH techniques, the study evaluates SPG’s efficacy in simulating chip morphology, stress distribution, and cutting force prediction. Results indicate that the SPG method yields more consistent and uniform chip morphology, a more evenly distributed chip stress profile, and mitigates cutting force variation, thereby providing a more realistic portrayal of dynamic responses during the cutting process. Simulations are conducted across various particle distance, revealing SPG’s superior consistency in cutting force prediction across different mesh sizes. Furthermore, this study scrutinizes the influence of key parameters within the SPG method, including normalization parameters, kernel function type, and damage mechanism, on simulation outcomes. Findings suggest that normalization parameters and the choice of damage mechanism significantly impact cutting force and deformation, while the selection of kernel function affects simulation convergence.

正交切削模拟中光滑粒子伽辽金法的数值研究
本文探讨了光滑颗粒伽辽金(SPG)方法在正交切削模拟中的应用,旨在与有限元法(FEM)和光滑颗粒流体动力学(SPH)方法等传统方法相比,评估其在预测切屑形貌和切削力方面的准确性和稳定性。通过与FEM和SPH技术的对比分析,评估了SPG技术在模拟切屑形貌、应力分布和切削力预测方面的有效性。结果表明,SPG方法获得的切屑形貌更加一致和均匀,切屑应力分布更加均匀,减小了切削力的变化,从而更真实地描述了切削过程中的动态响应。在不同的粒子距离上进行了模拟,揭示了SPG在不同网格尺寸下切削力预测的优越一致性。此外,本研究还详细研究了SPG方法中关键参数(包括归一化参数、核函数类型和损伤机制)对模拟结果的影响。结果表明,归一化参数和损伤机制的选择对切削力和变形有显著影响,而核函数的选择影响仿真的收敛性。
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
Computational Particle Mechanics
Computational Particle Mechanics Mathematics-Computational Mathematics
CiteScore
5.70
自引率
9.10%
发文量
75
期刊介绍: GENERAL OBJECTIVES: Computational Particle Mechanics (CPM) is a quarterly journal with the goal of publishing full-length original articles addressing the modeling and simulation of systems involving particles and particle methods. The goal is to enhance communication among researchers in the applied sciences who use "particles'''' in one form or another in their research. SPECIFIC OBJECTIVES: Particle-based materials and numerical methods have become wide-spread in the natural and applied sciences, engineering, biology. The term "particle methods/mechanics'''' has now come to imply several different things to researchers in the 21st century, including: (a) Particles as a physical unit in granular media, particulate flows, plasmas, swarms, etc., (b) Particles representing material phases in continua at the meso-, micro-and nano-scale and (c) Particles as a discretization unit in continua and discontinua in numerical methods such as Discrete Element Methods (DEM), Particle Finite Element Methods (PFEM), Molecular Dynamics (MD), and Smoothed Particle Hydrodynamics (SPH), to name a few.
×
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