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 …

Recent advances in ageing of 7xxx series aluminum alloys: A physical metallurgy perspective

A Azarniya, AK Taheri, KK Taheri - Journal of Alloys and Compounds, 2019 - Elsevier
Abstract Al-Zn-Mg-Cu alloys (7xxx series Al alloys) are extensively used for their superior
mechanical and corrosion performance. These properties are microstructure-sensitive and …

Corrosion resistant nanostructured eutectic high entropy alloy

S Shuang, ZY Ding, D Chung, SQ Shi, Y Yang - Corrosion Science, 2020 - Elsevier
In this work, we developed a nanostructured eutectic high entropy alloy (EHEA) of
composition FeCrNiCoNb 0.5 (atomic%). Due to the formation of a compact amorphous high …

Nanoparticles addition in AA2024 aluminum/pure copper plate: FSSW approach, microstructure evolution, texture study, and mechanical properties

B Bagheri, M Alizadeh, SE Mirsalehi, A Shamsipur… - Jom, 2022 - Springer
Due to the high application of dissimilar Al-Cu joints in different industries, pure copper and
the AA2024 alloy with SiC nanoparticles were successfully welded by friction stir spot …

Investigation of grain boundary segregation evolution and corrosion behavior in 7050 aluminum alloy under oscillating laser melting

H Song, C Zhao, H Bai, X Ren, H Shao, J Chi… - Journal of Alloys and …, 2025 - Elsevier
The weld structures of 7xxx series aluminum alloy have been applied on aerospace, rail
transport, petrochemical engineering, and other fields. However, the corrosion resistance of …

Corrosion behavior of nano-treated AA7075 alloy with TiC and TiB2 nanoparticles

S Pan, J Yuan, C Linsley, J Liu, X Li - Corrosion Science, 2022 - Elsevier
High-strength Al alloys like Al-Zn-Mg-Cu series are susceptible to corrosion attacks. Nano-
treating is an emerging metallurgical method to enhance their performance. However, there …

A theoretical and deep learning hybrid model for predicting surface roughness of diamond-turned polycrystalline materials

C He, J Yan, S Wang, S Zhang, G Chen… - International Journal of …, 2023 - iopscience.iop.org
Polycrystalline materials are extensively employed in industry. Its surface roughness
significantly affects the working performance. Material defects, particularly grain boundaries …

Process-structure-property relations for as-deposited solid-state additively manufactured high-strength aluminum alloy

CJT Mason, RI Rodriguez, DZ Avery, BJ Phillips… - Additive …, 2021 - Elsevier
Solid-state additive manufacturing methods provide innovative solutions to circumvent
problems associated with materials susceptible to hot cracking by avoiding liquid solid …

Achieving superior strength and ductility in 7075 aluminum alloy through the design of multi-gradient nanostructure by ultrasonic surface rolling and aging

Z **ong, Y Jiang, M Yang, Y Zhang, L Lei - Journal of Alloys and …, 2022 - Elsevier
Aluminum alloys were used in various fields due to their high specific strength and low
density. However, the disadvantage of low strength limits its wider application. In this work …

Influence of ultrasonic shot peening on corrosion behavior of 7075 aluminum alloy

V Pandey, JK Singh, K Chattopadhyay… - Journal of Alloys and …, 2017 - Elsevier
This investigation addresses the effect of surface nanostructure developed through
ultrasonic shot peening (USSP) on corrosion behavior of 7075 aluminum alloy. USSP …