Current Applications of Machine Learning in Additive Manufacturing: A Review on Challenges and Future Trends

G Vashishtha, S Chauhan, R Zimroz, N Yadav… - … Methods in Engineering, 2024 - Springer
The article provides a detailed review of the utilisation of machine learning (ML) in various
domains of additive manufacturing (AM) and highlights its potential to address key …

[HTML][HTML] Monitoring, Modeling, and Statistical Analysis in Metal Additive Manufacturing: A Review

GA Johnson, MM Dolde, JT Zaugg, MJ Quintana… - Materials, 2024 - pmc.ncbi.nlm.nih.gov
Despite the significant advances made involving the additive manufacturing (AM) of metals,
including those related to both materials and processes, challenges remain in regard to the …

High temperature embrittlement of Inconel 625 alloy manufactured by laser powder bed fusion

H Zhang, D Zhang, J Zhu, M Ding, X An, D Wu… - Materials Science and …, 2024 - Elsevier
The comprehensive mechanical behavior of Inconel 625 alloy fabricated by laser powder
bed fusion (LPBF) and hot isostatic pressing (HIP) was studied. Tensile experiments were …

Recycled sand for sustainable 3D-printed sand mold processes

YT Li, YL Cheng, KT Tang - The International Journal of Advanced …, 2023 - Springer
Traditional casting methods are losing their appeal due to poor working conditions.
Integrating additive manufacturing into traditional Casting is a popular solution. Among the …

Influence of powder oxidation on powder properties and formability in H13 hot-work steels processed by electron beam melting

W Liu, Y Wang, L Han, Y Wei, H Tang, S Liu - Journal of Iron and Steel …, 2024 - Springer
The oxygen content of metal powder is decisive for the recyclability of powder. The research
on the effect of oxygen content on powder properties and material formability has practical …

Surface Roughness Prediction Using ANN Regression and Classification Model for S30C Alloy Metals Parts Manufactured by Laser Powder Bed Fusion

M Arunadevi, VN Bhandarkar - Journal of The Institution of Engineers …, 2024 - Springer
Abstract In Additive Manufacturing (AM), the Laser Powder Bed Fusion (LPBF) method are
often used in creating detailed metal parts. This technique utilizes a high-powered laser to …

A Framework to Assess the Impact of Recycled or Reused Metal Powder on Circular Additive Manufacturing

E Demiralay, F Sgarbossa, N Razavi - IFAC-PapersOnLine, 2024 - Elsevier
Additive manufacturing (AM), with its design advantages and economic and environmental
benefits, facilitates the metal manufacturing industry in overcoming the changing world …

Intégration de fibres optiques dans des pièces issues de procédés de fabrication additive métallique

Q Pouille - 2023 - theses.hal.science
Cette thèse se concentre sur le contexte de la recherche dans le démantèlement nucléaire.
Dans un premier temps une méthodologie générique d'insertion de capteur à fibres …

Recycled sand for sustainable 3D-printed sand mold processes.

L Yen-Ting, YL Cheng, KT Tang - 2023 - researchsquare.com
Traditional casting industries are losing their appeal due to poor working conditions.
Combining casting with additive manufacturing is a popular solution, with binder jetting …