Construction of 3D models for additive manufacturing based on three-periodic surfaces of the Fourier polynomia

Authors

DOI:

https://doi.org/10.32347/2410-2547.2026.116.120-132

Keywords:

modeling, 3D model, Fourier polynomial, tri-periodic surfaces, computer-aided design, additive manufacturing, heat exchanger

Abstract

With advances in 3D printing, the construction of increasingly intricate designs has become possible. Metamaterials and devices based on tri-periodic minimal surfaces (TPMS) have proven useful in various applications, including tissue engineering, acoustics, and heat exchange. These surfaces have minimal average curvature at every point, although certain studies show that minimality in a strictly geometric sense is not necessary or even desirable for some applications.

This paper proposes an algorithm for Fourier polynomial approximation combined with interpolation that enables the construction of generic tri-periodic surfaces (TPS), which are not minimal but appear more governable. In the context of tri-periodic implicit surfaces construction, the interpolating property of the polynomial allows setting the expected function values in points directly, while the approximating property allows for an unlimited number of non-strict guiding points. Such points can be obtained by discretizing curves and surfaces. This enables both explicit and implicit control over the shape of a TPS within the same algorithm.

The implicit level of control enables the creation of 3D-models applicable in all fields where TPMS are already in use. The explicit level of control ensures that such models can be produced using additive manufacturing technologies. Not to become too broad, this particular paper only discusses the applicability of Fourier-based 3-periodic surfaces in heat exchangers design, and printability of the models based on these surfaces in laser powder bed fusion (LPBF) and electron beam melting (EBM) additive manufacturing processes.

References

Schoen, A.H. (1970) Infinite periodic minimal surfaces without self-intersections, NASA Technical Note, Report No. NASA-TN-D-5541.

Karcher H., Polthier K. (1996) Construction of triply periodic minimal surfacesPhil. Trans. R. Soc. A.3542077–2104 http://doi.org/10.1098/rsta.1996.0093

Wakjira Y., Cioni A., Lemu H. G. (2025) Current status of the application of additive-manufactured TPMS structure in bone tissue engineering. Progress in Additive Manufacturing. Vol 10, Issue 2, pp 1085-1102. https://doi.org/10.1007/s40964-024-00714-w

Giannitelli, S., Accoto, D., Trombetta, M., and Rainer, A. (2014) Current trends in the design of scaffolds for computer-aided tissue engineering, Acta Biomater., vol. 10, pp. 580–594.

Mohamed G. Gado, Oraib Al-Ketan, Muhammad Aziz, Rashid Abu Al-Rub, and Shinichi Ookawara. 2024. Triply Periodic Minimal Surface Structures: Design, Fabrication, 3D Printing Techniques, State-of-the-Art Studies, and Prospective Thermal Applications for Efficient Energy Utilization. Energy Technology 12, 5 (March 2024). doi:10.1002/ente.202301287

Seo-Hyeon Oh, Chan-Hee An, Bomin Seo, Jungwoo Kim, Chang Yong Park, and Keun Park. 2023. Functional morphology change of TPMS structures for design and additive manufacturing of compact heat exchangers. Additive Manufacturing 76 (Aug. 2023), 103778. doi:10.1016/j.addma.2023.103778

Dutkowski, K., Kruzel, M., and Rokosz, K. (2022) Review of the state-of-the-art uses of minimal surfaces in heat transfer, Energies, vol. 15, no. 21, p. 7994.

Lihao Tian, Bingteng Sun, Xin Yan, Andrei Sharf, Changhe Tu, and Lin Lu. 2024. Continuous transitions of triply periodic minimal surfaces. Additive Manufacturing 84 (March 2024), 104105. doi:10.1016/j.addma.2024.104105

Deshmukh, S., Ronge, H., and Ramamoorthy, S. (2019) Design of periodic foam structures for acoustic applications: Concept, parametric study and experimental validation, Mater. Des., vol. 175, p. 107830.

Yang W, An J, Chua CK, Zhou K (2020) Acoustic absorptions of multifunctional polymeric cellular structures based on triply periodic minimal surfaces fabricated by stereolithography. Virtual Phys Prototyp 15(2):242–249. https://doi.org/10.1080/17452759.2020.1740747

Sengsri P, Fu H, Kaewunruen S (2022) Mechanical properties and energy-absorption capability of a 3D-printed TPMS sandwich lattice model for meta-functional composite bridge bearing applications. J Compos Sci 6(3):71. https://doi.org/10.3390/jcs6030071

Qui, N., Wan, Y., Shen, Y., and Fang, J. (2024) Experimental and numerical studies on mechanical properties of TPMS structures, Int. J. Mech. Sci., vol. 261, p. 108657.

Al-Ketan O, Pelanconi M, Ortona A, Abu Al-Rub RK (2019) Additive manufacturing of architected catalytic ceramic substrates based on triply periodic minimal surfaces. J Am Ceram 102(10):6176–6193. https://doi.org/10.1111/jace.16474

Baena-Moreno, F.M., Gonzales-Castano, M., Navarro de Miguel, J.C., Miah, K.U.M., Ossenbrik, R., Odriozola, J.A., and Arellano-García, H. (2021) Stepping toward efficient microreactors for CO2 methanation: 3D-printed gyroid geometry, Sustain. Chem. Eng., vol. 9, no. 24, pp. 8198–8206.

Lesmana LA, Aziz M (2023) Adoption of triply periodic minimal surface structure for effective metal hydride-based hydrogen storage. Energy 262:125399. https://doi.org/10.1016/j.energy.2022.125399

Martin N, Seo S, Prieto SB, Jesse C, Woolstenhulme N (2023) Reactor physics characterization of triply periodic minimal surface-based nuclear fuel lattices. Prog Nucl Energy 165:104895. https://doi.org/10.1016/j.pnucene.2023.104895

Zhang, Weizheng and Pan, Hao and Lu, Lin and Duan, Xiaowei and Yan, Xin and Wang, Ruonan and Du, Qiang (2025) DualMS: Implicit Dual-Channel Minimal Surface Optimization for Heat Exchanger Design. Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference Conference Papers, ACM, pp 1-10, URL: http://dx.doi.org/10.1145/3721238.3730700

Ausheva, N. M., Sydorenko, I. V., Demchyshyn, A. A., Kaleniuk, O. S. (2025). Сonstructing periodic curves with an exponential-algebraic hybrid interpolating polynomial. Computer Science and Applied Mathematics, (1), pp 5-11. https://doi.org/10.26661/2786-6254-2025-1-01

Lizunov P. P., Lukianchenko O. O, Geraschenko O. V., Kostina O. V. (2023). Dynamic stability of a hemispherical shell with shape imperfections. Strength of Materials and Theory of Structures, (110), pp. 97-107. https://doi.org/10.32347/2410-2547.2023.110.97-107

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2026-05-28

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