State-of-the-art review of machine learning applications in additive manufacturing; from design to manufacturing and property control

GK Sarkon, B Safaei, MS Kenevisi, S Arman… - … Methods in Engineering, 2022 - Springer
In this review, some of the latest applicable methods of machine learning (ML) in additive
manufacturing (AM) have been presented and the classification of the most common ML …

Applying machine learning to wire arc additive manufacturing: a systematic data-driven literature review

A Hamrani, A Agarwal, A Allouhi… - Journal of Intelligent …, 2024 - Springer
Due to its unique benefits over standard conventional “subtractive” manufacturing, additive
manufacturing is attracting growing interest in academic and industrial sectors. Here, special …

In situ interlayer hot forging arc-based directed energy deposition of Inconel® 625: process development and microstructure effects

FWC Farias, VR Duarte, IO Felice… - Additive …, 2023 - Elsevier
The typical as-built coarse and cube-oriented microstructure of Inconel® 625 parts
fabricated via arc-based directed energy deposition (DED) induces anisotropic mechanical …

An investigation on microstructural features and bonding strength of magnesium-based multifunctional laminated composite developed by friction stir additive …

AR Dixit, AK Srivastava, S Dwivedi, A Nag… - The International Journal …, 2023 - Springer
Recently, the demand for lightweight multilayered parts in electronics and biomedical fields
has been accelerated and shown great interest in understanding the combined effect of …

Optimisation of downskin parameters to produce metallic parts via laser powder bed fusion process: an overview

V Viale, J Stavridis, A Salmi, F Bondioli… - The International Journal …, 2022 - Springer
Additive manufacturing technologies are considered advanced processes in which it is
possible to produce complex shape components layer-by-layer. In these technologies, it is …

Characterization of 5356 aluminum walls produced by wire arc additive manufacturing (WAAM)

M Wieczorowski, A Pereira, D Carou, B Gapinski… - Materials, 2023 - mdpi.com
Wire arc additive manufacturing (WAAM) is renowned for its high deposition rate, enabling
the production of large parts. However, the process has challenges such as porosity …

Wire arc additive manufacturing: A review on digital twinning and visualization process

H Li, X Shi, B Wu, DR Corradi, Z Pan, H Li - Journal of Manufacturing …, 2024 - Elsevier
Due to the ability to print large metal components at low cost and high deposition rate, Wire
Arc Additive Manufacturing (WAAM) has attracted much attention in aerospace, maritime …

Tribological effects of boriding treatment on a low carbon steel repaired by wire and arc additive manufacturing

LI Farfan-Cabrera, CD Reséndiz-Calderón… - Surface and Coatings …, 2023 - Elsevier
Recently, electric arc-based welding processes have gained significant attention in the
manufacturing sector due to their usefulness for repairing or remanufacturing damaged …

Multi-layer additive manufacturing on nickel-based superalloy by optimization of pulsed mode process parameters of single-layer bead geometry

R Madesh, G Kumar - Materials Today Communications, 2023 - Elsevier
Recent advancements in the wire arc additive manufacturing (WAAM) process for nickel-
based superalloys have had a substantial impact on metal additive manufacturing industries …

[HTML][HTML] Slag inclusion-free flux cored wire arc directed energy deposition process

CJ Kim, BW Seo, HJ Son, S Kim, D Kim, YT Cho - Materials & Design, 2024 - Elsevier
Wire arc directed energy deposition (Arc–DED) of metal components has gained
considerable attention in different industries, including construction and landscaping …