Research Status on Topology Optimization Design for Deformation Suppression in 3D Printed Structures
DOI:
https://doi.org/10.54691/vxv53680Keywords:
Topology Optimization, Deformation Suppression in 3D Printing, Inherent Strain Method, Multi-objective Optimization.Abstract
Aiming at the residual deformation problem caused by thermal stress in metal 3D printing, this study proposes a topology optimization design method incorporating manufacturing constraints. Efficient prediction of residual deformation and experimental validation are achieved by extracting inherent strain loads through elastoplastic thermo-mechanical coupled finite element analysis. Combined with the Floating Projection Topology Optimization (FPTO) framework, the sensitivity of residual deformation is derived, establishing a multi-condition multi-objective optimization algorithm that minimizes structural compliance and the P-norm of overall residual deformation, significantly suppressing manufacturing deformation while ensuring structural performance. The study validates the effectiveness of the method through 2D/3D case studies and indicates that the printing direction has a significant impact on deformation control.
Downloads
References
[1] Wang, L. (2023). Application of 3D Printing Technology in Digital Design and Manufacturing of Mechanical Products. Journal of Mechanical Engineering, 59(5), 112-125.
[2] Yan, X. L., Chen, J. W., Hua, H. Y., & Zhang, W. H. (2021). Smooth topological design of structures with minimum length scale and chamfer/round controls. Computer Methods in Applied Mechanics and Engineering, 383, 113939.
[3] Zhu, J. H., Zhang, W. H., & Xia, L. (2016). Topology optimization in aircraft and aerospace structures design. Archives of Computational Methods in Engineering, 23(4), 595-636.
[4] Zhu, J. H., Zhou, H., Wang, C., & Zhang, W. H. (2020). Status and future of topology optimization for additive manufacturing. Aeronautical Manufacturing Technology, 63(10), 24-38.
[5] Yan, X. L. (2024). Topology optimization of structures considering residual deformation in metal 3D printing. Additive Manufacturing, 78, 103845.
[6] Du, Z. L. (2024). Structural topology optimization of three-dimensional multi-material composite structures with finite deformation. Composite Structures, 327, 117643.
[7] Kumar, P., & Chhabra, R. (2023). Multidisciplinary topology and material optimization for 3D printed patient-specific orthoses. Journal of Biomedical Engineering, 45(3), 234-247.
[8] Bi, M. H. (2022). Topology optimization for 3D concrete printing with various manufacturing constraints. Automation in Construction, 143, 104558.
[9] Jikong, W. (2022). Lightweight research on radar typical parts based on topology optimization and 3D printing. Journal of Materials Processing Technology, 309, 117345.
[10] Yu, H. C. (2020). Topology optimization for multipatch fused deposition modeling 3D printing. International Journal of Advanced Manufacturing Technology, 107(9-10), 4123-4135.
[11] Mao, H. J., Zhang, Y. M., & Li, Y. (2021). Deformation control in metal additive manufacturing: A review. Journal of Manufacturing Processes, 64, 1203-1216.
[12] Zhang, L., Liu, Y. S., & Wang, G. L. (2021). Residual stress and deformation in selective laser melting: A review. Materials & Design, 198, 109366.
[13] Barroqueiro, B., Andrade-Campos, A., & Valente, R. A. F. (2019). Design for additive manufacturing: A review. International Journal of Advanced Manufacturing Technology, 103(5-8), 2423-2455.
[14] Ramful, R. (2024). Numerical simulation of warping behavior at the first layer-build plate interface in FDM 3D printing. Polymer Testing, 131, 108312.
[15] Sun, Y., Wang, J., & Li, H. (2024). Thermal stress deformation during hybrid 3D printing and milling of PEEK material. Journal of Materials Processing Technology, 323, 118245.
[16] Alzyod, H., & Ficzere, P. (2023). Material-dependent effects of printing parameters on residual stress and warping deformation in 3D printing. Materials Today Communications, 34, 105432.
[17] Schmutzler, C., Zimmermann, M., & Lang, H. (2016). Warping compensation using free-form surface deformation for 3D printed parts. Rapid Prototyping Journal, 22(5), 834-842.
[18] Bao, D. W. (2023). Reducing warping through heterogeneous structural edges in 3D printing of thermoplastic parts. Additive Manufacturing, 72, 103621.
[19] Ogawa, S., & Yamada, T. (2022). Minimizing creep deformation via topology optimization. Structural and Multidisciplinary Optimization, 65(4), 112.
[20] Yan, X. L., Chen, J. W., & Zhang, W. H. (2024). Topology optimization for deformation suppression in metal additive manufacturing. Computer Methods in Applied Mechanics and Engineering, 418, 116512.
[21] Kumar, P., & Chhabra, R. (2023). Multidisciplinary topology and material optimization for 3D printed patient-specific orthoses. Journal of Biomedical Engineering, 45(3), 234-247.
[22] Bi, M. H., Hao, W., & Zhang, W. H. (2022). Topology optimization for 3D concrete printing with overhang constraints. Automation in Construction, 143, 104558.
[23] Jikong, W., Li, Y., & Sun, F. (2022). Lightweight design of aerospace brackets using topology optimization and additive manufacturing. Aerospace Science and Technology, 131, 108012.
[24] Yu, H. C., Li, D. C., & Chen, J. W. (2020). Discrete material optimization for 3D printed structures with anisotropic properties. Composite Structures, 252, 112689.
[25] Wang, C., Zhu, J. H., & Zhang, W. H. (2022). Level set-based topology optimization for material orientation design in additive manufacturing. International Journal for Numerical Methods in Engineering, 123(15), 3456-3478.
[26] Ramful, R. (2024). Numerical simulation of warping behavior at the first layer-build plate interface in FDM 3D printing. Polymer Testing, 131, 108312.
[27] Sun, Y., Wang, J., & Li, H. (2024). Thermal stress deformation during hybrid 3D printing and milling of PEEK material. Journal of Materials Processing Technology, 323, 118245.
[28] Alzyod, H., & Ficzere, P. (2023). Material-dependent effects of printing parameters on residual stress and warping deformation in 3D printing. Materials Today Communications, 34, 105432.
[29] Schmutzler, C., Zimmermann, M., & Lang, H. (2016). Warping compensation using free-form surface deformation for 3D printed parts. Rapid Prototyping Journal, 22(5), 834-842.
[30] Bao, D. W. (2023). Reducing warping through heterogeneous structural edges in 3D printing of thermoplastic parts. Additive Manufacturing, 72, 103621.
[31] Yan, X. L., Chen, J. W., & Zhang, W. H. (2024). Topology optimization for deformation suppression in metal additive manufacturing. Computer Methods in Applied Mechanics and Engineering, 418, 116512.
[32] Du, Z. L., Luo, Y., & Kang, Z. (2024). Thermal stress-driven multi-material topology optimization for additive manufacturing. Composite Structures, 327, 117643.
[33] Ogawa, S., & Yamada, T. (2022). Minimizing creep deformation via topology optimization. Structural and Multidisciplinary Optimization, 65(4), 112.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Frontiers in Science and Engineering

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.






