Yabin Jing , Xialun Yun , Gedong Jiang , Hanbo Yang , Hu Shi , Haitao Wang , Xuesong Mei
{"title":"Modeling and thermal characteristic analysis of feed system considering multi-physical field coupling","authors":"Yabin Jing , Xialun Yun , Gedong Jiang , Hanbo Yang , Hu Shi , Haitao Wang , Xuesong Mei","doi":"10.1016/j.csite.2026.107925","DOIUrl":null,"url":null,"abstract":"<div><div>The feed system (FS), a critical component in machine tools, significantly impacts machining accuracy through its thermal characteristics. Accurate modeling of its contact mechanism and coupled physical fields is essential for determining precise boundary conditions (BCs), which are fundamental to thermal characteristic modeling. To address this, this study proposes a fluid-solid-thermal coupling strategy to calculate the BCs integrating film-structure-temperature, convection-structure-temperature, and thermo-mechanical coupling. This strategy is built on a contact mechanism model (RCCD-CF-GM-ARCT) incorporating raceway curvature center displacement, centrifugal force, gyroscopic moment effects, and adaptive raceway control theory. Subsequently, the thermal characteristic model (TC-MPFC-HM) is developed using the finite element method, based on the multi-physical field coupling strategy and the moving heat of the FS. Additionally, a closed-loop iteration algorithm is proposed to dynamically update BCs, ensuring accuracy and responsiveness. The results show significant improvements over traditional models, reducing RMSE by 77.54%, 82.81%, and 85.17%, and MAE by 78.4%, 82.06%, and 86.41% under various working conditions. These results validate that the model has enhanced precision and robustness, offering a comprehensive approach for thermal error modeling of FS.</div></div>","PeriodicalId":9658,"journal":{"name":"Case Studies in Thermal Engineering","volume":"80 ","pages":"Article 107925"},"PeriodicalIF":6.6000,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Case Studies in Thermal Engineering","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2214157X2600287X","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/3/9 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"THERMODYNAMICS","Score":null,"Total":0}
引用次数: 0
Abstract
The feed system (FS), a critical component in machine tools, significantly impacts machining accuracy through its thermal characteristics. Accurate modeling of its contact mechanism and coupled physical fields is essential for determining precise boundary conditions (BCs), which are fundamental to thermal characteristic modeling. To address this, this study proposes a fluid-solid-thermal coupling strategy to calculate the BCs integrating film-structure-temperature, convection-structure-temperature, and thermo-mechanical coupling. This strategy is built on a contact mechanism model (RCCD-CF-GM-ARCT) incorporating raceway curvature center displacement, centrifugal force, gyroscopic moment effects, and adaptive raceway control theory. Subsequently, the thermal characteristic model (TC-MPFC-HM) is developed using the finite element method, based on the multi-physical field coupling strategy and the moving heat of the FS. Additionally, a closed-loop iteration algorithm is proposed to dynamically update BCs, ensuring accuracy and responsiveness. The results show significant improvements over traditional models, reducing RMSE by 77.54%, 82.81%, and 85.17%, and MAE by 78.4%, 82.06%, and 86.41% under various working conditions. These results validate that the model has enhanced precision and robustness, offering a comprehensive approach for thermal error modeling of FS.
期刊介绍:
Case Studies in Thermal Engineering provides a forum for the rapid publication of short, structured Case Studies in Thermal Engineering and related Short Communications. It provides an essential compendium of case studies for researchers and practitioners in the field of thermal engineering and others who are interested in aspects of thermal engineering cases that could affect other engineering processes. The journal not only publishes new and novel case studies, but also provides a forum for the publication of high quality descriptions of classic thermal engineering problems. The scope of the journal includes case studies of thermal engineering problems in components, devices and systems using existing experimental and numerical techniques in the areas of mechanical, aerospace, chemical, medical, thermal management for electronics, heat exchangers, regeneration, solar thermal energy, thermal storage, building energy conservation, and power generation. Case studies of thermal problems in other areas will also be considered.