4.7 Article

Efficient Representation and Optimization for TPMS-Based Porous Structures

期刊

出版社

IEEE COMPUTER SOC
DOI: 10.1109/TVCG.2020.3037697

关键词

Optimization; Topology; Periodic structures; Geometry; Three-dimensional printing; Solid modeling; Three-dimensional displays; Porous optimization; function description; triply periodic minimal surface

资金

  1. National Natural Science Foundation of China [61772104, 61720 106005, 2017YF1103700]
  2. Fundamental Research Funds for the Central Universities [DUT20JC32, DUT20TD107]

向作者/读者索取更多资源

This study presents an efficient approach for optimizing porous shell structures based on triply periodic minimal surfaces (TPMS) using functions. The method allows for smooth changes in geometry and topology of the porous shell, ultimately improving controllability and efficiency. By directly optimizing the topology and geometry of TPMS-based structures, the proposed porous shell structures demonstrate clear advantages in terms of efficiency and effectiveness compared to traditional heuristic methods.
In this approach, we present an efficient topology and geometry optimization of triply periodic minimal surfaces (TPMS) based porous shell structures, which can be represented, analyzed, optimized and stored directly using functions. The proposed framework is directly executed on functions instead of remeshing (tetrahedral/hexahedral), and this framework substantially improves the controllability and efficiency. Specifically, a valid TPMS-based porous shell structure is first constructed by function expressions. The porous shell permits continuous and smooth changes of geometry (shell thickness) and topology (porous period). The porous structures also inherit several of the advantageous properties of TPMS, such as smoothness, full connectivity (no closed hollows), and high controllability. Then, the problem of filling an object's interior region with porous shell can be formulated into a constraint optimization problem with two control parameter functions. Finally, an efficient topology and geometry optimization scheme is presented to obtain optimized scale-varying porous shell structures. In contrast to traditional heuristic methods for TPMS, our work directly optimize both the topology and geometry of TPMS-based structures. Various experiments have shown that our proposed porous structures have obvious advantages in terms of efficiency and effectiveness.

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