Practicable multiscale topology optimization method accounting for manufacturability

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 (DFE <sup>2</sup>) 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 DFE <sup>2</sup> based optimization results, whereby these three restrictions were incorporated into the DFE <sup>2</sup> 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 DFE <sup>2</sup> 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 DFE <sup>2</sup> based topology optimization method and manufactured via FDM 3D printing. Both experimental tests and numerical simulations show that the proposed DFE <sup>2</sup> 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 DFE <sup>2</sup>-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.

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Publication Details

Journal
Composite Structures
Published
2025-10-03
DOI
https://doi.org/10.1016/j.compstruct.2025.119724
Citations
1
Primary Topic
Topology Optimization in Engineering
Type
article
Field-Weighted Citation Impact
0.95
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article

Practicable multiscale topology optimization method accounting for manufacturability

Ang Zhao, Jefferson Zhe Liu, Heng Zhang, Pei Li et al.
1 citations
Composite Structures
Topology Optimization in Engineering
0.95
article

Practicable multiscale topology optimization method accounting for manufacturability

Ang Zhao, Jefferson Zhe Liu, Heng Zhang, Pei Li, Leilei Chen, Liuyang Zhang, Lu Meng
article en
1 citations

Abstract

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 (DFE <sup>2</sup>) 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 DFE <sup>2</sup> based optimization results, whereby these three restrictions were incorporated into the DFE <sup>2</sup> 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 DFE <sup>2</sup> 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 DFE <sup>2</sup> based topology optimization method and manufactured via FDM 3D printing. Both experimental tests and numerical simulations show that the proposed DFE <sup>2</sup> 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 DFE <sup>2</sup>-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.

Composite StructuresVol. 374
Openalex Percentile: Top 21%
Topology Optimization in Engineering
0.95
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