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Concurrent Topological Structure and Cross-Infill Angle Optimization for Material Extrusion Polymer Additive Manufacturing with Microstructure Modeling

This paper contributes a concurrent topological structure and cross-infill angle optimization method for material extrusion type additive manufacturing (AM). This method features in modeling the process-induced material anisotropy through microscopic geometric modeling obtained by scanning electron...

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Detalles Bibliográficos
Autores principales: Tang, Ruixiao, Zhang, Chenghu, Liu, Jikai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231323/
https://www.ncbi.nlm.nih.gov/pubmed/35744465
http://dx.doi.org/10.3390/mi13060852
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author Tang, Ruixiao
Zhang, Chenghu
Liu, Jikai
author_facet Tang, Ruixiao
Zhang, Chenghu
Liu, Jikai
author_sort Tang, Ruixiao
collection PubMed
description This paper contributes a concurrent topological structure and cross-infill angle optimization method for material extrusion type additive manufacturing (AM). This method features in modeling the process-induced material anisotropy through microscopic geometric modeling obtained by scanning electron micrographs. Numerical homogenization is performed to evaluate the equivalent effective properties of the 100-percentage cross-infilled local microstructures, and by introducing fitting functions, the relationship between equivalent effective material properties and varying cross-infill angles is empirically constructed. Then, optimization problems involving cross-infill angles as design variables are formulated, including concurrent optimization formulation. Numerical and experimental studies are conducted to illustrate the effectiveness of the proposed method. Both the numerical and experimental results demonstrate that the structural stiffness obtained by our proposed method has evidently improved.
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spelling pubmed-92313232022-06-25 Concurrent Topological Structure and Cross-Infill Angle Optimization for Material Extrusion Polymer Additive Manufacturing with Microstructure Modeling Tang, Ruixiao Zhang, Chenghu Liu, Jikai Micromachines (Basel) Article This paper contributes a concurrent topological structure and cross-infill angle optimization method for material extrusion type additive manufacturing (AM). This method features in modeling the process-induced material anisotropy through microscopic geometric modeling obtained by scanning electron micrographs. Numerical homogenization is performed to evaluate the equivalent effective properties of the 100-percentage cross-infilled local microstructures, and by introducing fitting functions, the relationship between equivalent effective material properties and varying cross-infill angles is empirically constructed. Then, optimization problems involving cross-infill angles as design variables are formulated, including concurrent optimization formulation. Numerical and experimental studies are conducted to illustrate the effectiveness of the proposed method. Both the numerical and experimental results demonstrate that the structural stiffness obtained by our proposed method has evidently improved. MDPI 2022-05-29 /pmc/articles/PMC9231323/ /pubmed/35744465 http://dx.doi.org/10.3390/mi13060852 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Tang, Ruixiao
Zhang, Chenghu
Liu, Jikai
Concurrent Topological Structure and Cross-Infill Angle Optimization for Material Extrusion Polymer Additive Manufacturing with Microstructure Modeling
title Concurrent Topological Structure and Cross-Infill Angle Optimization for Material Extrusion Polymer Additive Manufacturing with Microstructure Modeling
title_full Concurrent Topological Structure and Cross-Infill Angle Optimization for Material Extrusion Polymer Additive Manufacturing with Microstructure Modeling
title_fullStr Concurrent Topological Structure and Cross-Infill Angle Optimization for Material Extrusion Polymer Additive Manufacturing with Microstructure Modeling
title_full_unstemmed Concurrent Topological Structure and Cross-Infill Angle Optimization for Material Extrusion Polymer Additive Manufacturing with Microstructure Modeling
title_short Concurrent Topological Structure and Cross-Infill Angle Optimization for Material Extrusion Polymer Additive Manufacturing with Microstructure Modeling
title_sort concurrent topological structure and cross-infill angle optimization for material extrusion polymer additive manufacturing with microstructure modeling
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231323/
https://www.ncbi.nlm.nih.gov/pubmed/35744465
http://dx.doi.org/10.3390/mi13060852
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AT zhangchenghu concurrenttopologicalstructureandcrossinfillangleoptimizationformaterialextrusionpolymeradditivemanufacturingwithmicrostructuremodeling
AT liujikai concurrenttopologicalstructureandcrossinfillangleoptimizationformaterialextrusionpolymeradditivemanufacturingwithmicrostructuremodeling