TY - JOUR
T1 - Strength-enhanced volume decomposition for multi-directional additive manufacturing
AU - Bi, Danjie
AU - Duan, Molong
AU - Lau, Tak Yu
AU - Xie, Fubao
AU - Tang, Kai
N1 - Publisher Copyright:
© 2023 Elsevier B.V.
PY - 2023/5/5
Y1 - 2023/5/5
N2 - Multi-axis additive manufacturing exploits additional degrees of freedom to enhance printability and flexibility compared to conventional 3D printing. Among various multi-axis additive manufacturing approaches, multi-directional printing decomposes the printing volume into sub-volumes and assigns individual printing directions to each sub-volume. Multi-directional printing enables support-free fabrication of complex and freeform geometry with minimum setup changes, which though requires elaborate process planning and printing trajectory generation. Current process planning approaches for multi-directional printing focus on support-free fabrication but do not consider the mechanical strength in its volume decomposition planning. Therefore, this paper proposes an integrated strength-support volume decomposition optimization method that simultaneously achieves support-free printing and strength enhancement. The proposed method establishes an optimization problem to enhance the mechanical strength and the support-free index, with the partition planes as the optimization variables. The mechanical strength model is established by finite element analysis, capturing the inter-layer and intra-layer strength differences in printing. The final optimization problem is solved via a heuristic beam search algorithm, and confirmative simulation results are verified through multi-axis printing and bending tests on representative 3D models (L-shaped beam, Stanford Bunny, etc.).
AB - Multi-axis additive manufacturing exploits additional degrees of freedom to enhance printability and flexibility compared to conventional 3D printing. Among various multi-axis additive manufacturing approaches, multi-directional printing decomposes the printing volume into sub-volumes and assigns individual printing directions to each sub-volume. Multi-directional printing enables support-free fabrication of complex and freeform geometry with minimum setup changes, which though requires elaborate process planning and printing trajectory generation. Current process planning approaches for multi-directional printing focus on support-free fabrication but do not consider the mechanical strength in its volume decomposition planning. Therefore, this paper proposes an integrated strength-support volume decomposition optimization method that simultaneously achieves support-free printing and strength enhancement. The proposed method establishes an optimization problem to enhance the mechanical strength and the support-free index, with the partition planes as the optimization variables. The mechanical strength model is established by finite element analysis, capturing the inter-layer and intra-layer strength differences in printing. The final optimization problem is solved via a heuristic beam search algorithm, and confirmative simulation results are verified through multi-axis printing and bending tests on representative 3D models (L-shaped beam, Stanford Bunny, etc.).
KW - Mechanical enhancement
KW - Multi-directional printing
KW - Support-effective
KW - Volume decomposition
UR - https://www.scopus.com/pages/publications/85151663239
U2 - 10.1016/j.addma.2023.103529
DO - 10.1016/j.addma.2023.103529
M3 - 文章
AN - SCOPUS:85151663239
SN - 2214-8604
VL - 69
JO - Additive Manufacturing
JF - Additive Manufacturing
M1 - 103529
ER -