Efficient topology optimization using compatibility projection in micromechanical homogenization
arXiv:2107.04123
Abstract
The adjoint method allows efficient calculation of the gradient with respect to the design variables of a topology optimization problem. This method is almost exclusively used in combination with traditional Finite-Element-Analysis, whereas Fourier-based solvers have recently shown large efficiency gains for homogenization problems. In this paper, we derive the discrete adjoint method for Fourier-based solvers that employ compatibility projection. We demonstrate the method on the optimization of composite materials and auxetic metamaterials, where void regions are modelled with zero stiffness.
arXiv comment17 pages, 5 figures
References in corpus (7)
- An FFT-based Galerkin Method for Homogenization of Periodic Media
- Finite strain FFT-based non-linear solvers made simple
- A finite element perspective on non-linear FFT-based micromechanical simulations
- A comparative study on low-memory iterative solvers for FFT-based homogenization of periodic media
- Fracture initiation in multi-phase materials: a statistical characterization of microstructural damage sites
- Elimination of ringing artifacts by finite-element projection in FFT-based homogenization
- Simultaneous elastic shape optimization for a domain splitting in bone tissue engineering