Defects and anomalies in powder bed fusion metal additive manufacturing

A Mostafaei, C Zhao, Y He, SR Ghiaasiaan… - Current Opinion in Solid …, 2022 - Elsevier
Metal additive manufacturing is a disruptive technology that is revolutionizing the
manufacturing industry. Despite its unrivaled capability for directly fabricating metal parts …

A review on machine learning in 3D printing: applications, potential, and challenges

GD Goh, SL Sing, WY Yeong - Artificial Intelligence Review, 2021 - Springer
Additive manufacturing (AM) or 3D printing is growing rapidly in the manufacturing industry
and has gained a lot of attention from various fields owing to its ability to fabricate parts with …

[HTML][HTML] Review on residual stresses in metal additive manufacturing: formation mechanisms, parameter dependencies, prediction and control approaches

S Chen, H Gao, Q Wu, Z Gao, X Zhou - Journal of materials research and …, 2022 - Elsevier
Metal additive manufacturing (MAM) technology has great application potential in the
aerospace, medical and energy fields with its high material utilization efficiency to achieve …

Additive manufacturing of metallic components–process, structure and properties

T DebRoy, HL Wei, JS Zuback, T Mukherjee… - Progress in materials …, 2018 - Elsevier
Since its inception, significant progress has been made in understanding additive
manufacturing (AM) processes and the structure and properties of the fabricated metallic …

[HTML][HTML] Applying neural-network-based machine learning to additive manufacturing: current applications, challenges, and future perspectives

X Qi, G Chen, Y Li, X Cheng, C Li - Engineering, 2019 - Elsevier
Additive manufacturing (AM), also known as three-dimensional printing, is gaining
increasing attention from academia and industry due to the unique advantages it has in …

[HTML][HTML] Machine learning in predicting mechanical behavior of additively manufactured parts

S Nasiri, MR Khosravani - Journal of materials research and technology, 2021 - Elsevier
Although applications of additive manufacturing (AM) have been significantly increased in
recent years, its broad application in several industries is still under progress. AM also …

The impact of metal additive manufacturing on the aerospace industry

S Mohd Yusuf, S Cutler, N Gao - Metals, 2019 - mdpi.com
Metal additive manufacturing (AM) has matured from its infancy in the research stage to the
fabrication of a wide range of commercial functional applications. In particular, at present …

Low-and high-cycle fatigue resistance of Ti-6Al-4V ELI additively manufactured via selective laser melting: Mean stress and defect sensitivity

M Benedetti, V Fontanari, M Bandini, F Zanini… - International journal of …, 2018 - Elsevier
Selective laser melting (SLM) is a net-shape AM technology to produce metal parts also for
load-carrying applications. The present work is aimed at investigating the fatigue …

Artificial neural network algorithms for 3D printing

MA Mahmood, AI Visan, C Ristoscu, IN Mihailescu - Materials, 2020 - mdpi.com
Additive manufacturing with an emphasis on 3D printing has recently become popular due
to its exceptional advantages over conventional manufacturing processes. However, 3D …

[HTML][HTML] Fatigue characteristics of steels manufactured by selective laser melting

S Afkhami, M Dabiri, SH Alavi, T Björk… - International Journal of …, 2019 - Elsevier
Additive manufacturing is extending its influence on various modern industries, including
automobile, aerospace, aviation, and maritime. This is specifically true for selective laser …