TY - JOUR
T1 - Simultaneous optimization of hatching orientations and lattice density distribution for residual warpage reduction in laser powder bed fusion considering layerwise residual stress stacking
AU - Takezawa, Akihiro
AU - Guo, Honghu
AU - Kobayashi, Ryotaro
AU - Chen, Qian
AU - To, Albert C.
N1 - Funding Information:
This work is partially supported by the JST A-Step Seeds development type, Japan ( JPMJTR192A ) and the JSPS, Japan KAKENHI ( 19H05625 , 18KK0412 and 18H01351 ). The authors (A. C. To and Q. C.) would like to acknowledge financial support from the Department of Energy, United States under Award Number DE-NE0008994 .
Publisher Copyright:
© 2022 The Author(s)
PY - 2022/12
Y1 - 2022/12
N2 - The reduction in the residual warpage generated via fabrication is an emerging issue in metals’ laser powder bed fusion additive manufacturing (AM). One solution from a design for additive manufacturing (DfAM) perspective is to arrange a hatching strategy that utilizes the asymmetry of the residual stress generated from a molten pool. Another approach is to arrange the geometry of the parts, such as forming an inner lattice structure to arrange the effective stiffness. In this study, the simultaneous optimization of the laser hatching orientation and lattice density distribution was conducted to minimize the residual warpage in lattice infill structures and confirm their synergetic effect. The mutual effect of each layer was highlighted when considering the mechanical background of the optimal results because an imbalance in the residual stress caused the warpage of the AM parts between the layers. The proposed methodology was validated via experimental verification using a quasi-2D plate, 3D bracket, and 3D connecting-rod design problems. The residual warpage in the quasi-2D study, measured as the edge's vertical deformation, was reduced from 23.4% to 39.4% compared with the benchmark design. In the 3D studies, the warpage reductions ranged from 13.1% to 20.7%.
AB - The reduction in the residual warpage generated via fabrication is an emerging issue in metals’ laser powder bed fusion additive manufacturing (AM). One solution from a design for additive manufacturing (DfAM) perspective is to arrange a hatching strategy that utilizes the asymmetry of the residual stress generated from a molten pool. Another approach is to arrange the geometry of the parts, such as forming an inner lattice structure to arrange the effective stiffness. In this study, the simultaneous optimization of the laser hatching orientation and lattice density distribution was conducted to minimize the residual warpage in lattice infill structures and confirm their synergetic effect. The mutual effect of each layer was highlighted when considering the mechanical background of the optimal results because an imbalance in the residual stress caused the warpage of the AM parts between the layers. The proposed methodology was validated via experimental verification using a quasi-2D plate, 3D bracket, and 3D connecting-rod design problems. The residual warpage in the quasi-2D study, measured as the edge's vertical deformation, was reduced from 23.4% to 39.4% compared with the benchmark design. In the 3D studies, the warpage reductions ranged from 13.1% to 20.7%.
KW - Design optimization
KW - Inherent strain method
KW - Residual deformation
KW - Scanning strategy
KW - Variable lattice density
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U2 - 10.1016/j.addma.2022.103194
DO - 10.1016/j.addma.2022.103194
M3 - Article
AN - SCOPUS:85140318689
SN - 2214-8604
VL - 60
JO - Additive Manufacturing
JF - Additive Manufacturing
M1 - 103194
ER -