Comprehensive review: Advancements in modeling geometrical and mechanical characteristics of laser powder bed fusion process

SF Nabavi, A Farshidianfar, H Dalir - Optics & Laser Technology, 2025 - Elsevier
In its comprehensive exploration of recent developments in laser powder bed fusion (LPBF)
characteristics modeling, this study stands out by offering a unique emphasis on both …

Experimental, computational, and data-driven study of the effects of selective laser melting (SLM) process parameters on single-layer surface characteristics

B Fotovvati, S Rauniyar, JA Arnold, K Chou - The International Journal of …, 2022 - Springer
In this study, the influence of selective laser melting (SLM) parameters on the surface
characteristics of “single-layer” raster scanning deposits, with Ti6Al4V powder, is thoroughly …

A framework for computer-aided high performance titanium alloy design based on machine learning

S An, K Li, L Zhu, H Liang, R Ma, R Liao… - Frontiers in Materials, 2024 - frontiersin.org
Titanium alloy exhibits exceptional performance and a wide range of applications, with the
high performance serving as the foundation for the development. However, traditional …

Optimisation of process parameters for improving surface quality in laser powder bed fusion

Y Qin, S Lou, P Shi, Q Qi, W Zeng, PJ Scott… - The International Journal …, 2024 - Springer
Surface quality is one of the critical factors that affect the performance of a laser powder bed
fusion part. Optimising process parameters in process design is an important way to improve …

[HTML][HTML] Experimental Study and Random Forest Machine Learning of Surface Roughness for a Typical Laser Powder Bed Fusion Al Alloy

X Shan, C Gao, JH Rao, M Wu, M Yan, Y Bi - Metals, 2024 - mdpi.com
Surface quality represents a critical challenge in additive manufacturing (AM), with surface
roughness serving as a key parameter that influences this aspect. In the aerospace industry …

Research progress on laser selective melting technology for high-performance manufacturing of aero-engines

Z Yunlong, MA Yi, G Yingchun - Acta Aeronautica et Astronautica …, 2024 - sciopen.com
Additive manufacturing technology has the capability of breaking through traditional
manufacturing constraints, thus enabling the integrated design and manufacturing of …

A Study of the Laser Powder Bed Fusion Manufactured Surface Roughness Prediction and Optimization Based on Artificial Neural Network

D Yan, ET Lee, S Pasebani… - International …, 2023 - asmedigitalcollection.asme.org
Laser powder bed fusion (L-PBF) is one of the most popular additive manufacturing methods
in metal additive manufacturing. The surface roughness of the L-PBF manufactured parts is …