Fast and accurate prediction of temperature evolutions in additive manufacturing process using deep learning

TQD Pham, TV Hoang, X Van Tran, QT Pham… - Journal of Intelligent …, 2023 - Springer
Typical computer-based parameter optimization and uncertainty quantification of the
additive manufacturing process usually requires significant computational cost for …

[HTML][HTML] Thermal model for the directed energy deposition of composite coatings of 316L stainless steel enriched with tungsten carbides

S Fetni, TM Enrici, T Niccolini, HS Tran, O Dedry… - Materials & Design, 2021 - Elsevier
This work focuses on the thermal modeling of the Directed Energy Deposition of a composite
coating (316L stainless steel reinforced by Tungsten carbides) on a 316L substrate. The …

[HTML][HTML] Investigating the microstructure and mechanical properties of 316L/TiB2 composites fabricated by laser cladding additive manufacturing

Y Liu, H Chen, R Han, Y Peng, K Wang, X Li - Journal of Materials …, 2024 - Elsevier
In this paper, the 316L stainless steel matrix composite strengthened by TiB 2 was
successfully fabricated using laser cladding additive manufacturing technology. The …

Effects of Solid-Solution Carbon and Eutectic Carbides in AISI 316L Steel-Based Tungsten Carbide Composites on Plasma Carburizing and Nitriding

S Adachi, T Yamaguchi, K Tanaka, T Nishimura… - Metals, 2023 - mdpi.com
AISI 316L stainless-steel-based tungsten carbide composite layers fabricated via laser metal
deposition are used for additive manufacturing. Heat treatment practices such as low …

[HTML][HTML] Thermal field prediction in DED manufacturing process using Artificial Neural Network

S Fetni, QDT Pham, VX Tran, L Duchêne, HS Tran… - 2021 - popups.uliege.be
In the last decade, machine learning is increasingly attracting researchers in several
scientific areas and, in particular, in the additive manufacturing field. Meanwhile, this …

Laser Cladding of Titanium Alloys: A Review

SB Boshoman, OS Fatoba… - 2023 14th International …, 2023 - ieeexplore.ieee.org
Over the years, titanium and titanium alloys have seen a rise in choice of material for many
industries such as, biomedical, automotive, aerospace, marine, energy, and chemical …

Formation and Properties of Nitrocarburizing S-Phase on AISI 316L Stainless Steel-Based WC Composite Layers by Low-Temperature Plasma Nitriding

S Adachi, T Yamaguchi, N Ueda - Metals, 2021 - mdpi.com
Stainless steel-based WC composite layers fabricated by a laser cladding technique, have
strong mechanical strength. However, the wear resistance of WC composite layers is not …

Numerical simulation of thermal evolution and grain morphology of laser melted AlSiTiNiCo-WC composite coatings

J Lu, C Li, H Xiong, L Xia, M Li, C Hu - Journal of Laser Applications, 2024 - pubs.aip.org
Simulation of the geometry and internal grain size changes of laser cladding has been
extensively studied, with the majority of such simulations focusing on pure metal powders …

[PDF][PDF] 激光熔覆WC 增强金属基涂层的研究进展

李泽邦, 曾宇阳, 徐猛, 王军杰 - 特种铸造及有色合金, 2024 - special-cast.com
摘要综述了WC 熔覆层的研究进展, 重点介绍了激光熔覆工艺参数及其辅助技术对涂层的品质,
组织和性能的影响, 揭示了WC 对高熵合金复合涂层的耐磨性, 耐蚀性的影响, 同时阐述了WC …

Finite element analysis for residual stress of TB18 billet produced by laser directed energy deposition

Z Hu, W Yuan - Materials Research Express, 2023 - iopscience.iop.org
In order to study the influence of process parameters on the residual stress of TB18 titanium
alloy produced by laser directed energy deposition, a method combining numerical …