A survey of machine learning in friction stir welding, including unresolved issues and future research directions
U Chadha, SK Selvaraj, N Gunreddy… - Material Design & …, 2022 - Wiley Online Library
Friction stir welding is a method used to weld together materials considered challenging by
fusion welding. FSW is primarily a solid phase method that has been proven efficient due to …
fusion welding. FSW is primarily a solid phase method that has been proven efficient due to …
AI for tribology: Present and future
With remarkable learning capabilities and swift operational speeds, artificial intelligence (AI)
can assist researchers in swiftly extracting valuable patterns, trends, and associations from …
can assist researchers in swiftly extracting valuable patterns, trends, and associations from …
Machine learning approach with various regression models for predicting the ultimate tensile strength of the friction stir welded AA 2050-T8 joints by the K-Fold cross …
B Anandan, M Manikandan - Materials Today Communications, 2023 - Elsevier
This research work aims to develop the friction stir welding (FSW) technique to resolve the
solidification issues when joining the AA2050-T8. The identification of the right process …
solidification issues when joining the AA2050-T8. The identification of the right process …
Machine learning approach for predicting the peak temperature of dissimilar AA7050-AA2014A friction stir welding butt joint using various regression models
B Anandan, M Manikandan - Materials Letters, 2022 - Elsevier
Friction stir welding (FSW) is a solid-state joining process that produces joints without
melting and recasting. This process gains attention in the aerospace sectors for joining …
melting and recasting. This process gains attention in the aerospace sectors for joining …
Influence of cooling conditions on tensile lap shear strength and microstructure of friction stir welded aluminum alloy 5052-H32 and polycarbonate light weight hybrid …
BM Nagarajan, M Manoharan - Journal of Manufacturing Processes, 2022 - Elsevier
The joining of dissimilar materials, notably polymer and metal, is incredibly demanding due
to the differences in the materials' mechanical, chemical, and thermal characteristics. In this …
to the differences in the materials' mechanical, chemical, and thermal characteristics. In this …
Determination of the Ultimate Tensile Strength (UTS) of friction stir welded similar AA6061 joints by using supervised machine learning based algorithms
A Mishra, R Morisetty - Manufacturing Letters, 2022 - Elsevier
Abstract The Ultimate Tensile Strength (MPa) of identical FSWed AA 6061 joints is
determined using five Supervised Machine Learning regression-based and classification …
determined using five Supervised Machine Learning regression-based and classification …
Application of machine learning approaches to predict joint strength of friction stir welded aluminium alloy 7475 and PPS polymer hybrid joint
R Sandeep, A Natarajan - Proceedings of the Institution of …, 2022 - journals.sagepub.com
Vehicle weight has been a critical concern in the aerospace and automobile industries for
decades. Integrating dissimilar aluminium and polymer hybrid structures is beneficial for …
decades. Integrating dissimilar aluminium and polymer hybrid structures is beneficial for …
Effect of polynomial, radial basis, and Pearson VII function kernels in support vector machine algorithm for classification of crayfish
Freshwater crayfish are one of the most important aquatic organisms that play a pivotal role
in the aquatic food chain as well as serving as bioindicators for the aquatic ecosystem health …
in the aquatic food chain as well as serving as bioindicators for the aquatic ecosystem health …
Recent developments in tensile properties of friction welding of carbon fiber-reinforced composite: A review
In this review article, the joining of carbon fiber-reinforced polymer composite with metallic
materials by using friction welding techniques was discussed and the effects of process …
materials by using friction welding techniques was discussed and the effects of process …
Strategies to improve joint strength of friction lap welded AA7475/PPS hybrid joint with surface pre-treatment on AA7475
Friction lap welding (FLW) technology has recently emerged as a promising joining
technology to join aluminium alloys and polymers. The strength of the metal-polymer hybrid …
technology to join aluminium alloys and polymers. The strength of the metal-polymer hybrid …