Applications of machine learning in friction stir welding: Prediction of joint properties, real-time control and tool failure diagnosis

AH Elsheikh - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Abstract Machine learning (ML) methods have received immense attention as potential
models for modeling different manufacturing systems. This paper presents a comprehensive …

Friction stir based welding and processing technologies-processes, parameters, microstructures and applications: A review

GK Padhy, CS Wu, S Gao - Journal of Materials Science & Technology, 2018 - Elsevier
Friction stir welding (FSW) has achieved remarkable success in the joining and processing
of aluminium alloys and other softer structural alloys. Conventional FSW, however, has not …

Friction stir welding tools

R Rai, A De, H Bhadeshia… - Science and Technology …, 2011 - journals.sagepub.com
Friction stir welding (FSW) is a widely used solid state joining process for soft materials such
as aluminium alloys because it avoids many of the common problems of fusion welding …

[HTML][HTML] A review of numerical analysis of friction stir welding

X He, F Gu, A Ball - Progress in Materials Science, 2014 - Elsevier
Friction stir welding is a relatively new solid-state joining technique which is widely adopted
in different industry fields to join different metallic alloys that are hard to weld by …

Thermal-fluid-structure coupling analysis of void defect in friction stir welding

L Shi, J Chen, C Yang, G Chen, C Wu - International Journal of Mechanical …, 2023 - Elsevier
Understanding the void defect formation mechanism and simultaneous predicting the tool
service life in friction stir welding are critical for optimizing the welding parameters. However …

A study on the variation of forces and temperature in a friction stir welding process: a finite element approach

R Jain, SK Pal, SB Singh - Journal of Manufacturing Processes, 2016 - Elsevier
A three dimensional coupled thermo-mechanical finite element model (FEM) is proposed to
simulate a friction stir welding (FSW) process based on Lagrangian incremental technique …

Simultaneous measurement of tool torque, traverse force and axial force in friction stir welding

H Su, CS Wu, A Pittner, M Rethmeier - Journal of Manufacturing processes, 2013 - Elsevier
Simultaneous measurement of the tool torque, traverse force and axial force during friction
stir welding process is of great significance to the understanding of the underlying process …

Numerical analysis of vibration effect on friction stir welding by smoothed particle hydrodynamics (SPH)

B Bagheri, A Abdollahzadeh, M Abbasi… - The International Journal …, 2020 - Springer
A numerical analysis is improved to study the effect of vibration on temperature history, heat
generation, and mechanical properties during the friction stir welding process with different …

Auxiliary energy assisted friction stir welding–status review

GK Padhy, CS Wu, S Gao - Science and Technology of …, 2015 - journals.sagepub.com
The present article introduces the auxiliary energy assisted friction stir welding (FSW)
processes purported to overcome the shortcomings of the conventional FSW process. The …

Modeling the effects of ultrasonic vibration on friction stir welding

L Shi, CS Wu, XC Liu - Journal of Materials Processing Technology, 2015 - Elsevier
A mathematical model is developed to analyze the effects of superimposed ultrasonic
vibration on heat generation, temperature distribution and material flow in friction stir …