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Phasor noise for dehomogenisation in 2D multiscale topology optimisation

Rebekka V. Woldseth, Jakob Andreas Bærentzen, Ole Sigmund

2023Computer Methods in Applied Mechanics and Engineering12 citationsDOIOpen Access PDF

Abstract

This paper presents an alternative approach to dehomogenisation of elastic Rank-N laminate structures based on the computer graphics discipline of phasor noise. The proposed methodology offers an improvement of existing methods, where high-quality single-scale designs can be obtained efficiently without the utilisation of any least-squares problem or pre-trained models. By utilising a continuous and periodic representation of the translation at each intermediate step, appropriate length-scale and thicknesses can be obtained. Numerical tests verifies the performance of the proposed methodology compared to state-of-the-art alternatives, and the dehomogenised designs achieve structural performance within a few percentages of the optimised homogenised solution. The nature of the phasor-based dehomogenisation is inherently mesh-independent and highly parallelisable, allowing for further efficient implementations and future extensions to 3D problems on unstructured meshes.

Topics & Concepts

PhasorPolygon meshNoise (video)Computer scienceRepresentation (politics)ImplementationComputer graphicsGraphicsRank (graph theory)Scale (ratio)AlgorithmComputer engineeringMathematical optimizationTopology (electrical circuits)Theoretical computer scienceComputational scienceMathematicsData miningPower (physics)Electric power systemArtificial intelligenceComputer graphics (images)CombinatoricsImage (mathematics)Political scienceProgramming languagePhysicsLawQuantum mechanicsPoliticsTopology Optimization in EngineeringAdvanced Mathematical Modeling in EngineeringComposite Structure Analysis and Optimization
Phasor noise for dehomogenisation in 2D multiscale topology optimisation | Litcius