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

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

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, the surface roughness of the aviation components is a very important parameter. In this study, a typical Al alloy,...

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Bibliographic Details
Main Authors: Xuepeng Shan, Chaofeng Gao, Jeremy Heng Rao, Mujie Wu, Ming Yan, Yunjie Bi
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Metals
Subjects:
laser powder bed fusion (3D printing)
surface quality
surface roughness
random forest
AlSi10Mg
Online Access:https://www.mdpi.com/2075-4701/14/10/1148
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