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Correlation between surface texture and internal defects in laser powder-bed fusion additive manufacturing

Makiko YONEHARA, Chika Nozaki Kato, Toshi-Taka IKESHOJI, Koki Takeshita, Hideki KYOGOKU

2021Scientific Reports38 citationsDOIOpen Access PDF

Abstract

The availability of an in-situ monitoring and feedback control system during the implementation of metal additive manufacturing technology ensures that high-quality finished parts are manufactured. This study aims to investigate the correlation between the surface texture and internal defects or density of laser-beam powder-bed fusion (LB-PBF) parts. In this study, 120 cubic specimens were fabricated via application of the LB-PBF process to the IN 718 Ni alloy powder. The density and 35 areal surface-texture parameters of manufactured specimens were determined based on the ISO 25,178-2 standard. Using a statistical method, a strong correlation was observed between the areal surface-texture parameters and density or internal defects within specimens. In particular, the areal surface-texture parameters of reduced dale height, core height, root-mean-square height, and root-mean-square gradient demonstrate a strong correlation with specimen density. Therefore, in-situ monitoring of these areal surface-texture parameters can facilitate their use as control variables in the feedback system.

Topics & Concepts

FusionTexture (cosmology)Surface (topology)Materials scienceCorrelationComposite materialArtificial intelligenceComputer scienceMathematicsImage (mathematics)GeometryPhilosophyLinguisticsAdditive Manufacturing Materials and ProcessesAdditive Manufacturing and 3D Printing TechnologiesWelding Techniques and Residual Stresses
Correlation between surface texture and internal defects in laser powder-bed fusion additive manufacturing | Litcius