Process modeling in laser powder bed fusion towards defect detection and quality control via machine learning: The state-of-the-art and research challenges
In recent years, machine learning (ML) techniques have been extensively investigated to
strengthen the understanding of the complex process dynamics underlying metal additive …
strengthen the understanding of the complex process dynamics underlying metal additive …
Mechanical properties of SLM-printed aluminium alloys: a review
Selective laser melting (SLM) is a powder bed fusion type metal additive manufacturing
process which is being applied to manufacture highly customised and value-added parts in …
process which is being applied to manufacture highly customised and value-added parts in …
Machine-learning assisted laser powder bed fusion process optimization for AlSi10Mg: New microstructure description indices and fracture mechanisms
In this study, a machine-learning approach based on Gaussian process regression was
developed to identify the optimized processing window for laser powder bed fusion (LPBF) …
developed to identify the optimized processing window for laser powder bed fusion (LPBF) …
Effect of selective laser melting process parameters on the quality of al alloy parts: Powder characterization, density, surface roughness, and dimensional accuracy
Additive manufacturing (AM) of high-strength Al alloys promises to enhance the performance
of critical components related to various aerospace and automotive applications. The key …
of critical components related to various aerospace and automotive applications. The key …
[HTML][HTML] Thermal post-processing of AlSi10Mg parts produced by Selective Laser Melting using recycled powder
The performance enhancement of parts produced using Selective Laser Melting (SLM) is an
important goal for various industrial applications. In order to achieve this goal, obtaining a …
important goal for various industrial applications. In order to achieve this goal, obtaining a …
Heat and fluid flow in additive manufacturing–Part II: Powder bed fusion of stainless steel, and titanium, nickel and aluminum base alloys
The most important metallurgical variables that affect the structure and properties of
components produced by powder bed fusion (PBF) are examined using a model, proposed …
components produced by powder bed fusion (PBF) are examined using a model, proposed …
Processing of Aluminium‐Silicon Alloy with Metal Carbide as Reinforcement through Powder‐Based Additive Manufacturing: A Critical Study
Powder‐based additive manufacturing (PAM) is a potential fabrication approach in
advancing state‐of‐the‐art research to produce intricate components with high precision …
advancing state‐of‐the‐art research to produce intricate components with high precision …
The effect of selective laser melting process parameters on the microstructure and mechanical properties of Al6061 and AlSi10Mg alloys
Additive manufacturing (AM) offers customization of the microstructures and mechanical
properties of fabricated components according to the material selected and process …
properties of fabricated components according to the material selected and process …
Investigation of T4 and T6 heat treatment influences on relative density and porosity of AlSi10Mg alloy components manufactured by SLM
High-quality manufacturing has particular importance in the Industry 4.0 era. Additive
manufacturing (AM) is among the core technologies of industry 4.0, and selective laser …
manufacturing (AM) is among the core technologies of industry 4.0, and selective laser …
Power density distribution for laser additive manufacturing (SLM): potential, fundamentals and advanced applications
AS Metel, MM Stebulyanin, SV Fedorov, AA Okunkova - Technologies, 2018 - mdpi.com
Problems with the laser additive manufacturing of metal parts related to its low efficiency are
known to hamper its development and application. The method of selective laser melting of …
known to hamper its development and application. The method of selective laser melting of …