TY - JOUR
T1 - Practicable multiscale topology optimization method accounting for manufacturability
AU - Zhang, Heng
AU - Zhao, Ang
AU - Liu, Zhe
AU - Meng, Lu
AU - Chen, Leilei
AU - Zhang, Liuyang
AU - Li, Pei
N1 - Publisher Copyright:
© 2025 The Author(s)
PY - 2025/12/15
Y1 - 2025/12/15
N2 - Multiscale lattice structures have been an emerging solution to extreme light-weight demands in many engineering fields, while its design and optimization still rely on the traditional trial-and-error approach. Existing concurrent multiscale topology optimization methods are usually difficult to implement and not practicable due to neglecting the manufacturability of optimized structures. In this work, a direct finite element square method (DFE2) based topology optimization method proposed earlier by the authors [1] was further improved to account for manufacturability in the pre-process stage, significantly improving the practicability of proposed method. This is done by enforcing the internal connectivity, inter-connectivity and minimum manufacturable size of the DFE2 based optimization results, whereby these three restrictions were incorporated into the DFE2 model by defining a reasonable frozen region in meso-scale RVEs. It has been proved that the three restrictions are also satisfied in the multiscale structures reconstructed from the DFE2 based optimization results via either “Copy-Paste” or “Interpolation-Filter” method. Two 2D examples including a classical lattice structure and a honeycomb structure were optimized using the proposed DFE2 based topology optimization method and manufactured via FDM 3D printing. Both experimental tests and numerical simulations show that the proposed DFE2 based optimization can significantly improve the structural stiffness of multiscale structures, achieving performance comparable to traditional DNS-based topology optimization. Moreover, by explicitly accounting for manufacturability, the DFE2-based approach offers substantially higher computational efficiency and good practicability, making it a promising approach for design and optimization of multiscale structures in engineering applications.
AB - Multiscale lattice structures have been an emerging solution to extreme light-weight demands in many engineering fields, while its design and optimization still rely on the traditional trial-and-error approach. Existing concurrent multiscale topology optimization methods are usually difficult to implement and not practicable due to neglecting the manufacturability of optimized structures. In this work, a direct finite element square method (DFE2) based topology optimization method proposed earlier by the authors [1] was further improved to account for manufacturability in the pre-process stage, significantly improving the practicability of proposed method. This is done by enforcing the internal connectivity, inter-connectivity and minimum manufacturable size of the DFE2 based optimization results, whereby these three restrictions were incorporated into the DFE2 model by defining a reasonable frozen region in meso-scale RVEs. It has been proved that the three restrictions are also satisfied in the multiscale structures reconstructed from the DFE2 based optimization results via either “Copy-Paste” or “Interpolation-Filter” method. Two 2D examples including a classical lattice structure and a honeycomb structure were optimized using the proposed DFE2 based topology optimization method and manufactured via FDM 3D printing. Both experimental tests and numerical simulations show that the proposed DFE2 based optimization can significantly improve the structural stiffness of multiscale structures, achieving performance comparable to traditional DNS-based topology optimization. Moreover, by explicitly accounting for manufacturability, the DFE2-based approach offers substantially higher computational efficiency and good practicability, making it a promising approach for design and optimization of multiscale structures in engineering applications.
KW - Additive manufacturing
KW - Concurrent multiscale topology optimization
KW - Connectivity
KW - Homogenization
KW - Lattice structure
KW - Manufacturability
UR - https://www.scopus.com/pages/publications/105018168921
U2 - 10.1016/j.compstruct.2025.119724
DO - 10.1016/j.compstruct.2025.119724
M3 - 文章
AN - SCOPUS:105018168921
SN - 0263-8223
VL - 374
JO - Composite Structures
JF - Composite Structures
M1 - 119724
ER -