A geometry projection method for the topology optimization of additively manufactured variable-stiffness composite laminates

Continuous fiber fused filament fabrication (CF4) is a layer-by-layer additive manufacturing technique that deposits continuous fiber fused filaments (CFFFs) with a significant in-plane variation of the fiber trajectory, thereby offering great flexibility in fabricating variable-stiffness composite laminates (VSCLs). We introduce a topology optimization method for the design of additively manufactured VSCLs made of overlapping, fiber-reinforced bars. The proposed method is based on geometry projection (GP) techniques, whereby the bars are represented by high-level geometric primitives. As in other GP techniques, this high-level parameterization is mapped onto a fixed structured finite element mesh for conducting analysis, as in density-based topology optimization techniques. However, unlike previous GP techniques that have demonstrated their applicability in designing structures as assemblies of individual fiber-reinforced components, this work focuses on the design of composite structures that adhere to CF4 manufacturing processes. Therefore, we first formulate a material interpolation scheme that better captures the stiffness at the composite’s joints obtained from bar overlaps as a stack. Second, the proposed material interpolation employs composite laminate theory to capture the in-plane and out-of-plane behavior of the structure. Third, to produce designs that conform to the CF4 process, we also proposed a novel length constraint formulation in the form of penalization on the projection scheme, which ensures a minimum length for all the bars. This minimum length limit does not require adding a constraint to the optimization problem. The efficacy and efficiency of the proposed method are demonstrated by a series of compliance minimization problems with in-plane and/or out-of-plane loading. The methodology is also applied to the design of a displacement inverter compliant mechanism. • A method for optimizing variable-stiffness composite laminates (VSCLs) is proposed. • The method ensures the manufacturability of VSCLs using fused filament fabrication. • A material model captures the in-plane and out-of-plane behavior of bar overlaps. • The effective behavior of the VSCLs is modeled using composite laminate theory. • A minimum length is imposed on the reinforced bars to ensure manufacturability.

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Publication Details

Journal
Computer Methods in Applied Mechanics and Engineering
Published
2024-12-24
DOI
https://doi.org/10.1016/j.cma.2024.117663
Citations
9
Primary Topic
Topology Optimization in Engineering
Type
article
Field-Weighted Citation Impact
2.35
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article

A geometry projection method for the topology optimization of additively manufactured variable-stiffness composite laminates

Yogesh Gandhi, Giangiacomo Minak, Alejandro M. Aragón, Julián A. Norato
9 citations
Computer Methods in Applied Mechanics and Engineering
Topology Optimization in Engineering
2.35
article

A geometry projection method for the topology optimization of additively manufactured variable-stiffness composite laminates

Yogesh Gandhi, Giangiacomo Minak, Alejandro M. Aragón, Julián A. Norato
article en
9 citations

Abstract

Continuous fiber fused filament fabrication (CF4) is a layer-by-layer additive manufacturing technique that deposits continuous fiber fused filaments (CFFFs) with a significant in-plane variation of the fiber trajectory, thereby offering great flexibility in fabricating variable-stiffness composite laminates (VSCLs). We introduce a topology optimization method for the design of additively manufactured VSCLs made of overlapping, fiber-reinforced bars. The proposed method is based on geometry projection (GP) techniques, whereby the bars are represented by high-level geometric primitives. As in other GP techniques, this high-level parameterization is mapped onto a fixed structured finite element mesh for conducting analysis, as in density-based topology optimization techniques. However, unlike previous GP techniques that have demonstrated their applicability in designing structures as assemblies of individual fiber-reinforced components, this work focuses on the design of composite structures that adhere to CF4 manufacturing processes. Therefore, we first formulate a material interpolation scheme that better captures the stiffness at the composite’s joints obtained from bar overlaps as a stack. Second, the proposed material interpolation employs composite laminate theory to capture the in-plane and out-of-plane behavior of the structure. Third, to produce designs that conform to the CF4 process, we also proposed a novel length constraint formulation in the form of penalization on the projection scheme, which ensures a minimum length for all the bars. This minimum length limit does not require adding a constraint to the optimization problem. The efficacy and efficiency of the proposed method are demonstrated by a series of compliance minimization problems with in-plane and/or out-of-plane loading. The methodology is also applied to the design of a displacement inverter compliant mechanism. • A method for optimizing variable-stiffness composite laminates (VSCLs) is proposed. • The method ensures the manufacturability of VSCLs using fused filament fabrication. • A material model captures the in-plane and out-of-plane behavior of bar overlaps. • The effective behavior of the VSCLs is modeled using composite laminate theory. • A minimum length is imposed on the reinforced bars to ensure manufacturability.

Computer Methods in Applied Mechanics and EngineeringVol. 435
University of Connecticut (US), University of Bologna (IT), Delft University of Technology (NL)
Openalex Percentile: Top 12%
Topology Optimization in Engineering
2.35
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