Flexible feature mapping topology optimization using NURBS-based component projection
Reinier Giele, Can Ayas, Matthijs Langelaar

TL;DR
This paper introduces a new topology optimization method using NURBS to create flexible feature shapes in design optimization.
Contribution
The novel method uses NURBS-based projection to allow flexible feature shapes in topology optimization.
Findings
NURBS-based feature shapes provide high flexibility in topology optimization.
The method integrates with conventional density-based formulations and allows precise control over feature shapes.
Regularization is needed to ensure optimization stability with flexible NURBS features.
Abstract
A novel feature mapping topology optimization method is presented, allowing for the creation of features with highly flexible shapes. The method easily integrates with conventional density-based formulations. Feature shapes are implicitly described by NURBS control points. The feature shape dictates the locations of two sets of projection points to represent the solid void boundaries. At these projection points, density values are projected onto a finite element mesh. The method optimizes feature shapes in a gradient-based manner, while allowing more specific control of the feature shapes than classical level set methods. Several feature fields can be combined to create a final output design. It is found that the eminent flexibility of the NURBS-based feature definition is a benefit but also requires additional regularization to guarantee stability of the optimization.
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 10
Figure 11
Figure 12
Figure 13
Figure 14
Figure 15
Figure 16
Figure 17
Figure 18
Figure 19
Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6
Figure 7
Figure 8
Figure 9Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsTopology Optimization in Engineering · Piezoelectric Actuators and Control · Advanced Multi-Objective Optimization Algorithms
