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Closed space‐filling curves with controlled orientation for 3D printing

Ahmet Bedel, Yoann Coudert‐Osmont, Jonàs Martínez, Rahnuma Islam Nishat, Sue Whitesides, Sylvain Lefèbvre

2022Computer Graphics Forum22 citationsDOIOpen Access PDF

Abstract

Abstract We explore the optimization of closed space‐filling curves under orientation objectives. By solidifying material along the closed curve, solid layers of 3D prints can be manufactured in a single continuous extrusion motion. The control over orientation enables the deposition to align with specific directions in different areas, or to produce a locally uniform distribution of orientations, patterning the solidified volume in a precisely controlled manner. Our optimization framework proceeds in two steps. First, we cast a combinatorial problem, optimizing Hamiltonian cycles within a specially constructed graph. We rely on a stochastic optimization process based on local operators that modify a cycle while preserving its Hamiltonian property. Second, we use the result to initialize a geometric optimizer that improves the smoothness and uniform coverage of the cycle while further optimizing for alignment and orientation objectives.

Topics & Concepts

Orientation (vector space)Computer scienceGraphGeometryMathematical optimizationAlgorithmMathematicsTheoretical computer science3D Shape Modeling and AnalysisAdditive Manufacturing and 3D Printing TechnologiesAdvanced Numerical Analysis Techniques
Closed space‐filling curves with controlled orientation for 3D printing | Litcius