Finite Element Analysis of Forward Slip in Micro Flexible Rolling of Thin Aluminium Strips
This study delineates a novel finite element model to consider a pattern of process parameters affecting the forward slip in micro flexible rolling, which focuses on the thickness transition area of the rolled strip with thickness in the micrometre range. According to the strip marking method, the f...
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doaj-b41ea4a5a396492baea6f31809e0d6662020-11-25T01:42:23ZengMDPI AGMetals2075-47012019-09-01910106210.3390/met9101062met9101062Finite Element Analysis of Forward Slip in Micro Flexible Rolling of Thin Aluminium StripsFeijun Qu0Jianzhong Xu1Zhengyi Jiang2School of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong, Northfields Avenue, 2522 Wollongong, AustraliaState Key Laboratory of Rolling and Automation, Northeastern University, Shenyang 110004, ChinaSchool of Mechanical, Materials, Mechatronic and Biomedical Engineering, University of Wollongong, Northfields Avenue, 2522 Wollongong, AustraliaThis study delineates a novel finite element model to consider a pattern of process parameters affecting the forward slip in micro flexible rolling, which focuses on the thickness transition area of the rolled strip with thickness in the micrometre range. According to the strip marking method, the forward slip is obtained by comparison between the distance of the bumped ridges on the roll and that of the markings indented by the ridges, which not only simplifies the calculation process, but also maintains the accuracy as compared with theoretical estimates. The simulation results identify the qualitative and quantitative variations of forward slip with regard to the variations in the reduction, rolling speed, estimated friction coefficient and the ratio of strip thickness to grain size, respectively, which also locate the cases wherein the relative sliding happens between the strip and the roll. The developed grain-based finite element model featuring 3D Voronoi tessellations allows for the investigation of the scatter effect of forward slip, which gets strengthened by the enhanced effect of every single grain attributed to the dispersion of fewer grains in a thinner strip with respect to constant grain size. The multilinear regression analysis is performed to establish a statistical model based upon the simulation results, which has been proven to be accurate in quantitatively describing the relationship between the forward slip and the aforementioned process parameters by considering both correlation and error analyses. The magnitudes of each process parameter affecting forward slip are also determined by variance analysis.https://www.mdpi.com/2075-4701/9/10/1062finite element analysisforward slip predictionstrip marking methodmultilinear regressionmicro flexible rollingthickness transition area3d voronoi modelling |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Feijun Qu Jianzhong Xu Zhengyi Jiang |
spellingShingle |
Feijun Qu Jianzhong Xu Zhengyi Jiang Finite Element Analysis of Forward Slip in Micro Flexible Rolling of Thin Aluminium Strips Metals finite element analysis forward slip prediction strip marking method multilinear regression micro flexible rolling thickness transition area 3d voronoi modelling |
author_facet |
Feijun Qu Jianzhong Xu Zhengyi Jiang |
author_sort |
Feijun Qu |
title |
Finite Element Analysis of Forward Slip in Micro Flexible Rolling of Thin Aluminium Strips |
title_short |
Finite Element Analysis of Forward Slip in Micro Flexible Rolling of Thin Aluminium Strips |
title_full |
Finite Element Analysis of Forward Slip in Micro Flexible Rolling of Thin Aluminium Strips |
title_fullStr |
Finite Element Analysis of Forward Slip in Micro Flexible Rolling of Thin Aluminium Strips |
title_full_unstemmed |
Finite Element Analysis of Forward Slip in Micro Flexible Rolling of Thin Aluminium Strips |
title_sort |
finite element analysis of forward slip in micro flexible rolling of thin aluminium strips |
publisher |
MDPI AG |
series |
Metals |
issn |
2075-4701 |
publishDate |
2019-09-01 |
description |
This study delineates a novel finite element model to consider a pattern of process parameters affecting the forward slip in micro flexible rolling, which focuses on the thickness transition area of the rolled strip with thickness in the micrometre range. According to the strip marking method, the forward slip is obtained by comparison between the distance of the bumped ridges on the roll and that of the markings indented by the ridges, which not only simplifies the calculation process, but also maintains the accuracy as compared with theoretical estimates. The simulation results identify the qualitative and quantitative variations of forward slip with regard to the variations in the reduction, rolling speed, estimated friction coefficient and the ratio of strip thickness to grain size, respectively, which also locate the cases wherein the relative sliding happens between the strip and the roll. The developed grain-based finite element model featuring 3D Voronoi tessellations allows for the investigation of the scatter effect of forward slip, which gets strengthened by the enhanced effect of every single grain attributed to the dispersion of fewer grains in a thinner strip with respect to constant grain size. The multilinear regression analysis is performed to establish a statistical model based upon the simulation results, which has been proven to be accurate in quantitatively describing the relationship between the forward slip and the aforementioned process parameters by considering both correlation and error analyses. The magnitudes of each process parameter affecting forward slip are also determined by variance analysis. |
topic |
finite element analysis forward slip prediction strip marking method multilinear regression micro flexible rolling thickness transition area 3d voronoi modelling |
url |
https://www.mdpi.com/2075-4701/9/10/1062 |
work_keys_str_mv |
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