Deblurring structural edges in variable thickness topology optimization via density-gradient-informed projection
Gabriel Stankiewicz1, Chaitanya Dev1, Paul Steinmann1
1Institute of Applied Mechanics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Egerlandstr. 5, 91058 Erlangen, Bavaria Germany.
This study introduces a novel density-gradient-informed (DGI) projection to improve variable thickness topology optimization (VTTO). The DGI projection effectively sharpens structural edges and minimizes low-thickness regions, enhancing manufacturability and design precision.
Area of Science:
- Engineering
- Computational Mechanics
- Materials Science
Background:
- Variable thickness topology optimization (VTTO) is crucial for designing high-stiffness sheet structures.
- Existing VTTO methods face challenges with manufacturing difficulties due to low-thickness regions and blurred structural edges from regularization filters.
Purpose of the Study:
- To address the challenges of low-thickness regions and blurred edges in VTTO.
- To introduce a novel density-gradient-informed (DGI) projection for enhanced edge definition and manufacturability.
Main Methods:
- A combined approach using SIMP-based penalization and an updated projection method to suppress low-thickness domains.
- Development and application of the density-gradient-informed (DGI) projection, utilizing local density gradients to sharpen edges.
Main Results:
- The proposed methods effectively suppress nearly all low-thickness regions.
- The DGI projection successfully deblurs structural edges, restoring a distinct solid-void transition without altering internal structure.
- Edge definition improvements were achieved with negligible impact on structural compliance.
Conclusions:
- The DGI projection is an effective, non-invasive regularization tool for VTTO.
- This method enhances the manufacturability and precision of VTTO designs.
- The approach significantly improves edge definition in topology optimization while maintaining structural performance.
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