Forming process prediction of a self-piercing riveted joint in carbon fibre reinforced composites and aluminium alloy based on deep learning

Joining Strategies for Double-Sided Self-Pierce Riveting

(2023) Rafael M. Afonso et al.   Materials

Application of Lightweight Structure in Automobile Bumper Beam: A Review

(2023) Bing Du et al.   Materials

Influence of joining temperature on damage of warm self-piercing riveted joints in carbon fiber reinforced polymer and aluminum alloy sheets

(2023) Weimin Zhuang et al.   Journal of Manufacturing Processes

Study on the effect of rivet die parameters on joint quality of self-piercing riveting employed 3D modeling and MCDM method

(2022) Dengfeng Wang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Self-Pierce Riveting of Three Thin Sheets of Aluminum Alloy A5052 and 980 MPa Steel

(2022) Satoshi Achira et al.   Materials

Real-time identification of molten pool and keyhole using a deep learning-based semantic segmentation approach in penetration status monitoring

(2022) Wang Cai et al.   Journal of Manufacturing Processes

A framework for calibration of self-piercing riveting process simulation model

(2022) Yudong Fang et al.   Journal of Manufacturing Processes

Physical property and failure mechanism of self-piercing riveting joints between foam metal sandwich composite aluminum plate and aluminum alloy

(2022) Zhi-Chao Huang et al.   Journal of Materials Research and Technology-JMR&T

Joining mechanism and damage of self-piercing riveted joints in carbon fibre reinforced polymer composites and aluminium alloy

(2022) Yang Liu et al.   THIN-WALLED STRUCTURES

Equivalent characterization of pre-strained material properties and mechanical behavior prediction of steel/aluminum self-piercing riveted joints

(2022) Zhigang Xue et al.   THIN-WALLED STRUCTURES

Microstructural evolution in friction self-piercing riveted aluminum alloy AA7075-T6 joints

(2021) Yunwu Ma et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

Friction self-piercing riveting (F-SPR) of aluminum alloy to magnesium alloy using a flat die

(2021) Bingxin Yang et al.   Journal of Magnesium and Alloys

Integrated design and experimental verification of assembly fiber reinforced thermoplastic plastics (AFRTP) automobile seat beams

(2021) Junlei Wei et al.   COMPOSITES PART B-ENGINEERING

Quality prediction and rivet/die selection for SPR joints with artificial neural network and genetic algorithm

(2021) Huan Zhao et al.   Journal of Manufacturing Processes

Deep-learning-based real-time monitoring of full-penetration laser keyhole welding by using the synchronized coaxial observation method

(2021) Hyeongwon Kim et al.   Journal of Manufacturing Processes

End-to-end prediction of weld penetration: A deep learning and transfer learning based method

(2020) Wenhua Jiao et al.   Journal of Manufacturing Processes

A self-piercing-through riveting method for joining of discontinuous carbon fiber reinforced nylon 6 composite

(2020) Zhenghua Rao et al.   COMPOSITE STRUCTURES

Preheated (Heat-Assisted) Clinching Process for Al/CFRP Cross-Tension Specimens

(2020) Pai-Chen Lin et al.   Materials

Mechanical Clinching and Self-Pierce Riveting of Thin Three Sheets of 5000 Series Aluminium Alloy and 980 MPa Grade Cold Rolled Ultra-High Strength Steel

(2020) Yohei Abe et al.   Materials

Burn-through prediction and weld depth estimation by deep learning model monitoring the molten pool in gas metal arc welding with gap fluctuation

(2020) Kazufumi Nomura et al.   Journal of Manufacturing Processes

Numerical modelling and experimental investigation of the Riv-Bonding process

(2020) Yunpeng Liu et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Flow drill riveting of carbon fiber-reinforced polymer and aluminum alloy sheets

(2019) Shuang Wang et al.   Welding in the World

Investigations on a material-specific joining technology for CFRP hybrid joints along the automotive process chain

(2019) Julian Vorderbrüggen et al.   COMPOSITE STRUCTURES

Pre-holed self-piercing riveting of carbon fibre reinforced polymer laminates and commercially pure titanium sheets

(2019) Xianlian Zhang et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Effect of rivet and die on self-piercing rivetability of AA6061-T6 and mild steel CR4 of different gauges

(2018) YunWu Ma et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Effect of Process Deformation History on Mechanical Performance of AM60B to AA6082 Self-Pierce Riveted Joints

(2018) J.F.C Moraes et al.   ENGINEERING FRACTURE MECHANICS

Influence of aluminium sheet surface modification on the self-piercing riveting process and the joint static lap shear strength

(2017) Dezhi Li   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Self-piercing riveting-a review

(2017) Dezhi Li et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Influence of local surface texture by tool impression on the self-piercing riveting process and the static lap shear strength

(2017) Dezhi Li   Journal of Manufacturing Processes

Investigation of self-pierce riveting (SPR) process data and specific joining events

(2017) Rezwanul Haque et al.   Journal of Manufacturing Processes

Improvements in numerical simulation of the SPR process using a thermo-mechanical finite element analysis

(2016) M. Carandente et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

The failure mechanics analysis of the solid self-piercing riveting joints

(2015) Jacek Mucha   ENGINEERING FAILURE ANALYSIS

A simple but effective model for characterizing SPR joints in steel sheet

(2015) Rezwanul Haque et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

The numerical analysis of the effect of the joining process parameters on self-piercing riveting using the solid rivet

(2013) J. Mucha   Archives of Civil and Mechanical Engineering

Experimental and numerical appraisal of self-piercing riveting

(2009) E. Atzeni et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY