TY - JOUR
T1 - Exploring the actual stacking height of metal powder bed in laser powder bed fusion additive manufacturing
AU - Lu, Pan
AU - Chen-lin, Zhang
AU - Tong, Liu
AU - Jiang-lin, Liu
AU - Heng-hua, Zhang
AU - Mei, Zhang
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2026/12
Y1 - 2026/12
N2 - Laser Powder Bed Fusion (LPBF) is an additive manufacturing process that builds parts by layer-by-layer spreading and selective laser melting of metal powders. The characteristics of the powder bed are closely related to laser parameters and the particle size distribution of the metal powder. However, the actual stacking height of the powder bed changes dynamically due to shrinkage during powder spreading, melting, and solidification. This study investigates the actual stacking height of metal powders by analyzing powder flow behavior during falling, spreading, melting, and solidification using the Discrete Element Method (DEM) and Computational Fluid Dynamics (CFD). The results show that height shrinkage caused by powder spreading can be eliminated by increasing the gap between the blade and the working platform from 0 μm to 20 μm. The shrinkage rates due to solidification and liquid metal flow were found to be 8.5% and 31.5%, respectively. Furthermore, mathematical models relating the actual stacking height to layer thickness, number of layers, and solidification shrinkage were established, providing a theoretical foundation for LPBF processes with larger layer thicknesses, as well as for support structure design, printing accuracy, and allowance planning.
AB - Laser Powder Bed Fusion (LPBF) is an additive manufacturing process that builds parts by layer-by-layer spreading and selective laser melting of metal powders. The characteristics of the powder bed are closely related to laser parameters and the particle size distribution of the metal powder. However, the actual stacking height of the powder bed changes dynamically due to shrinkage during powder spreading, melting, and solidification. This study investigates the actual stacking height of metal powders by analyzing powder flow behavior during falling, spreading, melting, and solidification using the Discrete Element Method (DEM) and Computational Fluid Dynamics (CFD). The results show that height shrinkage caused by powder spreading can be eliminated by increasing the gap between the blade and the working platform from 0 μm to 20 μm. The shrinkage rates due to solidification and liquid metal flow were found to be 8.5% and 31.5%, respectively. Furthermore, mathematical models relating the actual stacking height to layer thickness, number of layers, and solidification shrinkage were established, providing a theoretical foundation for LPBF processes with larger layer thicknesses, as well as for support structure design, printing accuracy, and allowance planning.
KW - Discrete element method
KW - Laser powder bed fusion
KW - Mathematical model
KW - Mesoscopic simulation
UR - https://www.scopus.com/pages/publications/105028507897
U2 - 10.1038/s41598-025-29968-2
DO - 10.1038/s41598-025-29968-2
M3 - 文章
C2 - 41565727
AN - SCOPUS:105028507897
SN - 2045-2322
VL - 16
JO - Scientific Reports
JF - Scientific Reports
IS - 1
M1 - 2851
ER -