TY - JOUR
T1 - Optimally variable density lattice to reduce warping thermal distortion of laser powder bed fusion
AU - Takezawa, Akihiro
AU - Chen, Qian
AU - To, Albert C.
N1 - Funding Information:
A. Takezawa is partially supported by the JSPS, Japan Grants-in-Aid for Scientific Research ( 19H05625 , 18KK0412 and 18H01351 ) and the Japan Science and Technology Agency, Japan , A-Step, Seeds development type ( JPMJTR192 A ). A. C. To and Q. Chen are supported by the Department of Energy, United States under Award Number DE-FE0031637 .
Publisher Copyright:
© 2021 The Authors
PY - 2021/12
Y1 - 2021/12
N2 - Reduction of the thermal distortion caused by the fabrication process of metal additive manufacturing is an important issue. Considering the problem of forming an object having lattices inside it to reduce the thermal distortion, we perform a lattice density distribution optimization and its experimental verification. In the optimization, assuming a cube with a sphere void as the base lattice shape, the lattice's distribution optimization is constructed based on the recurrent formula inherent strain method and a gradient method. The lattices are approximately handled as solid materials having effective stiffness calculated by the homogenization method. In the experiment, the laser powder bed fusion is introduced to fabricate test pieces. The test pieces are partially cut from the baseplate by a wire electric discharge machine, and the edge clearance caused by warping deformation is measured. The thermo-mechanical analysis is also introduced for the mechanical interpretation of the results. The reduction rate of the clearance caused by warping deformation in the experiment was 10.4%–24.8% in the quasi 2D example (comparison with 61.0%–91.4% volume fraction uniform lattices and a solid test piece) and 6.0% in the 3D example (comparison with the same volume fraction uniform lattice with the optimal lattice).
AB - Reduction of the thermal distortion caused by the fabrication process of metal additive manufacturing is an important issue. Considering the problem of forming an object having lattices inside it to reduce the thermal distortion, we perform a lattice density distribution optimization and its experimental verification. In the optimization, assuming a cube with a sphere void as the base lattice shape, the lattice's distribution optimization is constructed based on the recurrent formula inherent strain method and a gradient method. The lattices are approximately handled as solid materials having effective stiffness calculated by the homogenization method. In the experiment, the laser powder bed fusion is introduced to fabricate test pieces. The test pieces are partially cut from the baseplate by a wire electric discharge machine, and the edge clearance caused by warping deformation is measured. The thermo-mechanical analysis is also introduced for the mechanical interpretation of the results. The reduction rate of the clearance caused by warping deformation in the experiment was 10.4%–24.8% in the quasi 2D example (comparison with 61.0%–91.4% volume fraction uniform lattices and a solid test piece) and 6.0% in the 3D example (comparison with the same volume fraction uniform lattice with the optimal lattice).
KW - Inherent strain method
KW - Powder bed fusion
KW - Thermal distortion
KW - Thermo-mechanical analysis
KW - Variable lattice density optimization
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U2 - 10.1016/j.addma.2021.102422
DO - 10.1016/j.addma.2021.102422
M3 - Article
AN - SCOPUS:85119097050
SN - 2214-8604
VL - 48
JO - Additive Manufacturing
JF - Additive Manufacturing
M1 - 102422
ER -