Space–time isogeometric topology optimization with additive manufacturing constraints

This paper presents a novel space–time isogeometric topology optimization (ITO) framework for additive manufacturing, enabling concurrent optimization of structural shape and fabrication sequence with accurate geometric representation. The method integrates a density distribution function with a pseudo-time function to optimize build sequences for complex structures, with an objective function that minimizes compliance under external loads and accounts for self-weight effects during fabrication. Density values and virtual heat conduction coefficients are defined at B-spline control points to serve as design variables. A heat conduction-based formulation is employed to generate the pseudo-time function so that prevents the generation of isolated or floating material regions. A layer thickness constraint, defined by the pseudo-time gradient, further enhances manufacturability. The approach has been validated in 2D and 3D examples, demonstrating its effectiveness in managing objectives of entire structure’s stiffness and self-weight of intermediate structures. • We propose a method to generate structure and manufacturing sequence by IGA. • A heat conduction based formation is used to resolve the floating region issues. • Incorporating the manufacturing constraints such as layer-thickness into the ITO. • Experimental results demonstrate the effectiveness of the proposed method.

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Publication Details

Journal
Computer Methods in Applied Mechanics and Engineering
Published
2025-04-09
DOI
https://doi.org/10.1016/j.cma.2025.117976
Citations
6
Primary Topic
Advanced Numerical Analysis Techniques
Type
article
Field-Weighted Citation Impact
8.01
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article

Space–time isogeometric topology optimization with additive manufacturing constraints

Ye Ji, Charlie C. L. Wang, Chun-Gang Zhu, Weiming Wang et al.
6 citations
Computer Methods in Applied Mechanics and Engineering
Advanced Numerical Analysis Techniques
8.01
article

Space–time isogeometric topology optimization with additive manufacturing constraints

Ye Ji, Charlie C. L. Wang, Chun-Gang Zhu, Weiming Wang, Li Yang
article en
6 citations

Abstract

This paper presents a novel space–time isogeometric topology optimization (ITO) framework for additive manufacturing, enabling concurrent optimization of structural shape and fabrication sequence with accurate geometric representation. The method integrates a density distribution function with a pseudo-time function to optimize build sequences for complex structures, with an objective function that minimizes compliance under external loads and accounts for self-weight effects during fabrication. Density values and virtual heat conduction coefficients are defined at B-spline control points to serve as design variables. A heat conduction-based formulation is employed to generate the pseudo-time function so that prevents the generation of isolated or floating material regions. A layer thickness constraint, defined by the pseudo-time gradient, further enhances manufacturability. The approach has been validated in 2D and 3D examples, demonstrating its effectiveness in managing objectives of entire structure’s stiffness and self-weight of intermediate structures. • We propose a method to generate structure and manufacturing sequence by IGA. • A heat conduction based formation is used to resolve the floating region issues. • Incorporating the manufacturing constraints such as layer-thickness into the ITO. • Experimental results demonstrate the effectiveness of the proposed method.

Computer Methods in Applied Mechanics and EngineeringVol. 441
Dalian University of Technology (CN), University of Manchester (GB), Delft University of Technology (NL)
Openalex Percentile: Top 2%
Advanced Numerical Analysis Techniques
8.01
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Space–time isogeometric topology optimization with additive manufacturing constraints — Ye Ji, Charlie C. L. Wang, et al. · Computer Methods in Applied Mechanics and Engineering (2025) | TGRS Research Map | TGRS