Topology optimization of differentiable microstructures

Zhai, X.; Wang, Weiming; Chen, Falai; Wu, J.

doi:10.1016/j.cma.2023.116530

Topology optimization of differentiable microstructures

Title

Topology optimization of differentiable microstructures

Author

Zhai, X. (TU Delft Materials and Manufacturing; University of Science and Technology of China)
Wang, Weiming (The University of Manchester)
Chen, Falai (University of Science and Technology of China)
Wu, J. (TU Delft Materials and Manufacturing)

Date

2024

Abstract

Recent years have seen a growing interest in topology optimization of functionally graded microstructures, characterized by an array of microstructures with varying volume fractions. However, microstructures optimized at slightly different volume fractions do not necessarily connect well when placed adjacently. Furthermore, optimization is commonly performed on a finite set of volume fractions, limiting the number of microstructure configurations. In this paper, we introduce the concept of differentiable microstructures, which are parameterized microstructures that exhibit continuous variations in both geometry and mechanical properties. To construct such microstructures, we propose a novel formulation for topology optimization. In this approach, a series of 2-dimensional microstructures is represented using a height field, and the objective is to maximize the bulk modulus of the entire series. Through this optimization process, an initial microstructure with a small volume fraction undergoes non-uniform transformations, generating a series of microstructures with progressively increasing volume fractions. Notably, when compared to traditional uniform morphing methods, our proposed optimization approach yields a series of microstructures with bulk moduli that closely approach the theoretical limit.

Subject

Functionally graded microstructures
Inverse homogenization
Topology optimization

To reference this document use:

http://resolver.tudelft.nl/uuid:6c51424d-93f1-445e-ba94-6640116ec968

DOI

https://doi.org/10.1016/j.cma.2023.116530

ISSN

0045-7825

Source

Computer Methods in Applied Mechanics and Engineering, 418 (Part A)

Part of collection

Institutional Repository