Cargando…
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...
Autores principales: | , , |
---|---|
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 |
_version_ | 1784735309235224576 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9231323 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT tangruixiao concurrenttopologicalstructureandcrossinfillangleoptimizationformaterialextrusionpolymeradditivemanufacturingwithmicrostructuremodeling AT zhangchenghu concurrenttopologicalstructureandcrossinfillangleoptimizationformaterialextrusionpolymeradditivemanufacturingwithmicrostructuremodeling AT liujikai concurrenttopologicalstructureandcrossinfillangleoptimizationformaterialextrusionpolymeradditivemanufacturingwithmicrostructuremodeling |