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

Yogesh Gandhi, Alejandro M. Aragón, Julián A. Norato, Giangiacomo Minak

2024Computer Methods in Applied Mechanics and Engineering11 citationsDOIOpen Access PDF

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.

Topics & Concepts

Topology optimizationComposite numberStiffnessComposite laminatesProjection (relational algebra)Topology (electrical circuits)GeometryVariable (mathematics)Materials scienceStructural engineeringComposite materialMathematicsFinite element methodMathematical analysisEngineeringAlgorithmCombinatoricsTopology Optimization in EngineeringComposite Structure Analysis and OptimizationManufacturing Process and Optimization