Influence of particle size distribution on the powder bed quality in the powder bed fusion additive manufacturing process
Optimizing powder bed quality is crucial for enhancing the quality of objects manufactured through the powder bed fusion additive manufacturing (PBF-AM) process. In this study, we propose an optimal particle size distribution (PSD) to improve powder bed density and homogeneity during the recoating p...
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Elsevier
2025-07-01
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| Series: | Journal of Materials Research and Technology |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S2238785425015583 |
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| author | Seungkyun Yim Koki Minowa Kenta Yamanaka Akihiko Chiba |
| author_facet | Seungkyun Yim Koki Minowa Kenta Yamanaka Akihiko Chiba |
| author_sort | Seungkyun Yim |
| collection | DOAJ |
| description | Optimizing powder bed quality is crucial for enhancing the quality of objects manufactured through the powder bed fusion additive manufacturing (PBF-AM) process. In this study, we propose an optimal particle size distribution (PSD) to improve powder bed density and homogeneity during the recoating process. Four PSD types, including unimodal, bimodal, trimodal, and original, were prepared using sieved stainless steel 304 powder for evaluation. The influence of PSDs on flowability and cohesive forces was assessed using Hall flowmeter and rotating drum tests. The results revealed that adding fine particles <53 μm increased cohesive interactions owing to their higher specific surface area and lower weight, while increasing the fraction of intermediate particles >53 μm alleviated cohesive interactions. Bimodal PSD led to deteriorated powder bed homogeneity due to the inhomogeneous segregation of fine particles <53 μm. However, the homogeneity of the powder bed improved in the trimodal PSD by increasing the fraction of particles >53 μm. In-situ observations, combined with particle image velocimetry analysis, showed that the kinetic energy of particles was primarily dissipated within the shear stress zone, caused by velocity discrepancies between upper and lower particle layers. In bimodal PSD, the formation of fine particle clusters suppressed the segregation of particles <53 μm in the initial recoating area. In contrast, trimodal PSD enabled homogeneous fine particle segregation through granular convection by increasing the fraction of intermediate particles >53 μm. Thus, it was demonstrated that trimodal PSD is more suitable for PBF-AM, as it enhances powder bed density and homogeneity by facilitating the granular convection of particles smaller than 53 μm. |
| format | Article |
| id | doaj-art-75a70abca1dd46c3b4ec730f0cb73564 |
| institution | Kabale University |
| issn | 2238-7854 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | Elsevier |
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| series | Journal of Materials Research and Technology |
| spelling | doaj-art-75a70abca1dd46c3b4ec730f0cb735642025-08-20T03:32:14ZengElsevierJournal of Materials Research and Technology2238-78542025-07-01372038205010.1016/j.jmrt.2025.06.136Influence of particle size distribution on the powder bed quality in the powder bed fusion additive manufacturing processSeungkyun Yim0Koki Minowa1Kenta Yamanaka2Akihiko Chiba3New Industry Creation Hatchery Center (NICHe), Tohoku University, 2-1-1 Katahira, Sendai, 980-8577, Miyagi, Japan; Institute for Materials Research, Tohoku University, 2-1-1 Katahira, Sendai, 980-8577, Miyagi, Japan; Corresponding author.Department of Materials Processing, Tohoku University, 6-6-02 Aobayama, Sendai, 980-8579, Miyagi, JapanInstitute for Materials Research, Tohoku University, 2-1-1 Katahira, Sendai, 980-8577, Miyagi, JapanNew Industry Creation Hatchery Center (NICHe), Tohoku University, 2-1-1 Katahira, Sendai, 980-8577, Miyagi, JapanOptimizing powder bed quality is crucial for enhancing the quality of objects manufactured through the powder bed fusion additive manufacturing (PBF-AM) process. In this study, we propose an optimal particle size distribution (PSD) to improve powder bed density and homogeneity during the recoating process. Four PSD types, including unimodal, bimodal, trimodal, and original, were prepared using sieved stainless steel 304 powder for evaluation. The influence of PSDs on flowability and cohesive forces was assessed using Hall flowmeter and rotating drum tests. The results revealed that adding fine particles <53 μm increased cohesive interactions owing to their higher specific surface area and lower weight, while increasing the fraction of intermediate particles >53 μm alleviated cohesive interactions. Bimodal PSD led to deteriorated powder bed homogeneity due to the inhomogeneous segregation of fine particles <53 μm. However, the homogeneity of the powder bed improved in the trimodal PSD by increasing the fraction of particles >53 μm. In-situ observations, combined with particle image velocimetry analysis, showed that the kinetic energy of particles was primarily dissipated within the shear stress zone, caused by velocity discrepancies between upper and lower particle layers. In bimodal PSD, the formation of fine particle clusters suppressed the segregation of particles <53 μm in the initial recoating area. In contrast, trimodal PSD enabled homogeneous fine particle segregation through granular convection by increasing the fraction of intermediate particles >53 μm. Thus, it was demonstrated that trimodal PSD is more suitable for PBF-AM, as it enhances powder bed density and homogeneity by facilitating the granular convection of particles smaller than 53 μm.http://www.sciencedirect.com/science/article/pii/S2238785425015583Powder bed fusion additive manufacturingIn-situ observationParticle image velocimetryRecoating mechanismParticle size distribution |
| spellingShingle | Seungkyun Yim Koki Minowa Kenta Yamanaka Akihiko Chiba Influence of particle size distribution on the powder bed quality in the powder bed fusion additive manufacturing process Journal of Materials Research and Technology Powder bed fusion additive manufacturing In-situ observation Particle image velocimetry Recoating mechanism Particle size distribution |
| title | Influence of particle size distribution on the powder bed quality in the powder bed fusion additive manufacturing process |
| title_full | Influence of particle size distribution on the powder bed quality in the powder bed fusion additive manufacturing process |
| title_fullStr | Influence of particle size distribution on the powder bed quality in the powder bed fusion additive manufacturing process |
| title_full_unstemmed | Influence of particle size distribution on the powder bed quality in the powder bed fusion additive manufacturing process |
| title_short | Influence of particle size distribution on the powder bed quality in the powder bed fusion additive manufacturing process |
| title_sort | influence of particle size distribution on the powder bed quality in the powder bed fusion additive manufacturing process |
| topic | Powder bed fusion additive manufacturing In-situ observation Particle image velocimetry Recoating mechanism Particle size distribution |
| url | http://www.sciencedirect.com/science/article/pii/S2238785425015583 |
| work_keys_str_mv | AT seungkyunyim influenceofparticlesizedistributiononthepowderbedqualityinthepowderbedfusionadditivemanufacturingprocess AT kokiminowa influenceofparticlesizedistributiononthepowderbedqualityinthepowderbedfusionadditivemanufacturingprocess AT kentayamanaka influenceofparticlesizedistributiononthepowderbedqualityinthepowderbedfusionadditivemanufacturingprocess AT akihikochiba influenceofparticlesizedistributiononthepowderbedqualityinthepowderbedfusionadditivemanufacturingprocess |