A survey of machine learning in additive manufacturing technologies

J Jiang - International Journal of Computer Integrated …, 2023 - Taylor & Francis
Thirty years into its development, additive manufacturing has become a mainstream
manufacturing process. Additive manufacturing fabricates products by adding materials …

Issues in fabrication of 3D components through DMLS Technique: A review

M Anand, AK Das - Optics & Laser Technology, 2021 - Elsevier
Abstract DMLS or Direct Metal Laser Sintering is a technique which can be classified under
an additive manufacturing (AM). In this technique, metal powders are used to manufacture …

[HTML][HTML] A survey of additive manufacturing reviews

X Zhai, L Jin, J Jiang - Materials Science in Additive Manufacturing, 2022 - accscience.com
Nowadays, additive manufacturing (AM) technologies have been widely used in
construction, medical, military, aerospace, fashion, etc. The advantages of AM (eg, more …

Effect of austenite fraction and stability on strength-hardening-ductility in additively manufactured 17-4 PH stainless steel containing nitrogen

SA Habib, SP Mates, F Zhang, MR Stoudt… - Materials Science and …, 2023 - Elsevier
Abstract Additively-manufactured (AM) 17-4 precipitation-hardening (PH) martensitic
stainless steel (SS) built from nitrogen-atomized powder often retains a large volume fraction …

Improving surface integrity of additively manufactured GP1 stainless steel by roller burnishing

G Rotella, L Filice, F Micari - CIRP Annals, 2020 - Elsevier
Additive manufacturing can rapidly fabricate the desired components by selectively melting
and solidifying feedstock, rather than conventional subtractive machining. However, the …

A comparison of the thermo-fluid properties of Ti-6Al-4V melt pools formed by laser and electron-beam powder-bed fusion processes

MS Rahman, PJ Schilling… - Journal of …, 2021 - asmedigitalcollection.asme.org
Powder-bed fusion (PBF) process is a subdivision of additive manufacturing (AM)
technology where a heat source at a controlled speed selectively fuses regions of a powder …

Effects of ageing heat treatment temperature on the properties of DMLS additive manufactured 17-4PH steel

A Świetlicki, M Wlaczak, M Szala, M Turek… - Bulletin of the Polish …, 2023 - yadda.icm.edu.pl
Additive manufacturing (AM) is a modern, innovative manufacturing method that enables the
production of fully dense products with high mechanical properties and complex shapes that …

A data-driven framework for early-stage fatigue damage detection in aluminum alloys using ultrasonic sensors

S Dharmadhikari, C Bhattacharya, A Ray, A Basak - Machines, 2021 - mdpi.com
The paper presents a coupled machine learning and pattern recognition algorithm to enable
early-stage fatigue damage detection in aerospace-grade aluminum alloys. U-and V …

[HTML][HTML] Synergistic effect of defects and microstructure on fatigue strength of additively manufactured precipitation hardening 17-4PH stainless steel

Y Otsuka, Y Kondo, TT Duong, E Mitsuhashi… - Engineering Failure …, 2024 - Elsevier
Abstract 3D-printed components have potential applications in the fabrication of complex
parts because of their advantages such as low wastage and cost-effectiveness. However …

On the evaluation of surface fatigue strength of a stainless-steel aeronautical component

F Cianetti, M Ciotti, M Palmieri, G Zucca - Metals, 2019 - mdpi.com
In this paper, a novel method for the evaluation of the surface fatigue strength of a stainless-
steel component is proposed. The use of stainless steel is necessary indeed, whenever a …