Xiaofan Ma , Zhiqin Cai , Jingyang Li , Zhengminqing Li , Zhisheng Li , Song Gao
{"title":"Prediction method for residual stress in face gear generating grinding based on a unified thermo-mechanical computational unit with discrete grains","authors":"Xiaofan Ma , Zhiqin Cai , Jingyang Li , Zhengminqing Li , Zhisheng Li , Song Gao","doi":"10.1016/j.jmapro.2025.03.016","DOIUrl":null,"url":null,"abstract":"<div><div>Grinding residual stress is a crucial indicator of surface integrity. Nevertheless, most previous studies regarding residual stress adopted inconsistent computational units: the interface area between the grinding wheel and the workpiece for thermal stress, and the individual grain for mechanical stress. This inconsistency leads to insufficient accuracy of residual stress estimation. To tackle this issue, this study presents a prediction method for residual stress based on a unified thermo-mechanical computational unit with discrete abrasive grains, capable of predicting the grinding residual stress field with intricate details. In the calculation process, the heat flux modeling and the grinding force modeling of different grinding stages are unified innovatively, and the theoretical derivation of the micro-scale detailed grinding zone temperature is achieved. Moreover, an innovative analytical method for thermal and mechanical stress based on individual grains is developed, taking into account the effects of discrete abrasive grains and their grinding stages, with a unified calculation unit for grinding residual stress. The accuracy of the suggested method is confirmed by using the generating grinding of face gear, achieving an error rate of no more than 14.24 %. The results show that the grinding temperature field and the mechanical-thermal residual stress not only have the characteristics of nonlinear, discrete and locally closed, but also regionally and unevenly distributed. The proposed residual stress prediction method enhances researchers' understanding of the grinding residual stress and has important implications for improving the surface integrity.</div></div>","PeriodicalId":16148,"journal":{"name":"Journal of Manufacturing Processes","volume":"141 ","pages":"Pages 865-884"},"PeriodicalIF":6.1000,"publicationDate":"2025-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Manufacturing Processes","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1526612525002683","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, MANUFACTURING","Score":null,"Total":0}
引用次数: 0
Abstract
Grinding residual stress is a crucial indicator of surface integrity. Nevertheless, most previous studies regarding residual stress adopted inconsistent computational units: the interface area between the grinding wheel and the workpiece for thermal stress, and the individual grain for mechanical stress. This inconsistency leads to insufficient accuracy of residual stress estimation. To tackle this issue, this study presents a prediction method for residual stress based on a unified thermo-mechanical computational unit with discrete abrasive grains, capable of predicting the grinding residual stress field with intricate details. In the calculation process, the heat flux modeling and the grinding force modeling of different grinding stages are unified innovatively, and the theoretical derivation of the micro-scale detailed grinding zone temperature is achieved. Moreover, an innovative analytical method for thermal and mechanical stress based on individual grains is developed, taking into account the effects of discrete abrasive grains and their grinding stages, with a unified calculation unit for grinding residual stress. The accuracy of the suggested method is confirmed by using the generating grinding of face gear, achieving an error rate of no more than 14.24 %. The results show that the grinding temperature field and the mechanical-thermal residual stress not only have the characteristics of nonlinear, discrete and locally closed, but also regionally and unevenly distributed. The proposed residual stress prediction method enhances researchers' understanding of the grinding residual stress and has important implications for improving the surface integrity.
期刊介绍:
The aim of the Journal of Manufacturing Processes (JMP) is to exchange current and future directions of manufacturing processes research, development and implementation, and to publish archival scholarly literature with a view to advancing state-of-the-art manufacturing processes and encouraging innovation for developing new and efficient processes. The journal will also publish from other research communities for rapid communication of innovative new concepts. Special-topic issues on emerging technologies and invited papers will also be published.