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 …

[HTML][HTML] Effects of welding process conditions on friction stir welding of polymer composites: A review

R Rudrapati - Composites Part C: Open Access, 2022 - Elsevier
Industrial revolution progressing with extensive utilization of the lightweight materials to
make parts using thermoplastic, fiber reinforced polymer and other light-weight metals in …

Characterization of friction stir-welded polylactic acid/aluminum composite primed through fused filament fabrication

R Kumar, N Ranjan, V Kumar, R Kumar… - Journal of Materials …, 2021 - Springer
There are many possible reasons for low weld strength in FSW of thermoplastic; low thermal
conductivity, high energy losses in friction stir welding (FSW), material spill-out, involvement …

Effect of pin shape on thermal history of aluminum-steel friction stir welded joint: Computational fluid dynamic modeling and validation

DO Bokov, MA Jawad, W Suksatan, ME Abdullah… - Materials, 2021 - mdpi.com
This article studied the effects of pin angle on heat generation and temperature distribution
during friction stir welding (FSW) of AA1100 aluminum alloy and St-14 low carbon steel. A …

[HTML][HTML] Friction stir welding and friction spot stir welding processes of polymers—state of the art

F Lambiase, HA Derazkola, A Simchi - Materials, 2020 - mdpi.com
In the last decade, the friction stir welding of polymers has been increasingly investigated by
the means of more and more sophisticated approaches. Since the early studies, which were …

Underwater friction stir welding of PC: Experimental study and thermo-mechanical modelling

HA Derazkola, E Garcia, M Elyasi - Journal of Manufacturing Processes, 2021 - Elsevier
In underwater friction stir welding (UFSW), the thermal conditions between the tool and the
plasticized polymeric materials and the relation between glass transition temperatures …

Material extrusion 3D printing and friction stir welding: an insight into the weldability of polylactic acid plates based on a full factorial design

N Vidakis, M Petousis, N Mountakis… - The International Journal …, 2022 - Springer
In this work, material extrusion (MEX) 3D-printed polylactic acid (PLA) thin workpieces were
joined via the friction stir welding (FSW) process to evaluate the feasibility and the key …

Optimization of friction stir welding for various tool pin geometries: the weldability of Polyamide 6 plates made of material extrusion additive manufacturing

N Vidakis, M Petousis, N Mountakis… - The International Journal …, 2023 - Springer
The weldability of 3D printed (3DP), through material extrusion (MEX), of Polyamide 6 (PA6)
plates joined with FSW is investigated. FSW has its challenges in polymers, especially for …

Modeling and experimental validation of material flow during FSW of polycarbonate

HA Derazkola, A Eyvazian, A Simchi - Materials Today Communications, 2020 - Elsevier
Friction stir welding (FSW) of thermoplastic materials is an attractive but a challenging
process due to inherent chemical and mechanical characteristics of polymeric materials. In …

Submerged friction stir welding of dissimilar joints between an Al-Mg alloy and low carbon steel: Thermo-mechanical modeling, microstructural features, and …

HA Derazkola, A Eyvazian, A Simchi - Journal of Manufacturing Processes, 2020 - Elsevier
Underwater dissimilar friction stir welding of an Al-Mg alloy (AA5005) and low carbon steel
(ASTM A283) in butt joint configuration was studied. The effect of submerged temperature at …