Prediction of Cross-Tension Strength of Self-Piercing Riveted Joints Using Finite Element Simulation and XGBoost Algorithm

Prediction of Cross-Tension Strength of Self-Piercing Riveted Joints Using Finite Element Simulation and XGBoost Algorithm

Abstract Self-piercing riveting (SPR) has been widely used in automobile industry, and the strength prediction of SPR joints always attracts the attention of researchers. In this work, a prediction method of the cross-tension strength of SPR joints was proposed on the basis of finite element (FE) si...

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Bibliographic Details
Main Authors: Jianping Lin, Chengwei Qi, Hailang Wan, Junying Min, Jiajie Chen, Kai Zhang, Li Zhang
Format: Article
Language:English
Published: SpringerOpen 2021-03-01
Series:Chinese Journal of Mechanical Engineering
Subjects:
Self-piercing riveting
Joint strength
Cross-tension
Finite element modeling
Machine learning
Online Access:https://doi.org/10.1186/s10033-021-00551-w

Internet

https://doi.org/10.1186/s10033-021-00551-w

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