Multi-objective optimization of Resin Infusion

The present paper addresses the multi-objective optimization of the filling stage of the Resin Infusion manufacturing process. The optimization focuses on the selection of an optimal temperature profile which addresses the tradeoff between filling time and the risk of impeding the flow of resin due...

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Autores principales:	G. Struzziero, A. A. Skordos
Formato:	article
Lenguaje:	EN
Publicado:	Taylor & Francis Group 2019
Materias:	Resin Infusion multi-objective optimization finite elements composites manufacturing thermosetting resin process simulation flow through porous media viscosity Polymers and polymer manufacture TP1080-1185 Automation T59.5
Acceso en línea:	https://doaj.org/article/0ccdf2efc1b94c1ea9f173317a2074df
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id	oai:doaj.org-article:0ccdf2efc1b94c1ea9f173317a2074df
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spelling	oai:doaj.org-article:0ccdf2efc1b94c1ea9f173317a2074df2021-12-02T04:06:45ZMulti-objective optimization of Resin Infusion2055-03402055-035910.1080/20550340.2019.1565648https://doaj.org/article/0ccdf2efc1b94c1ea9f173317a2074df2019-01-01T00:00:00Zhttp://dx.doi.org/10.1080/20550340.2019.1565648https://doaj.org/toc/2055-0340https://doaj.org/toc/2055-0359The present paper addresses the multi-objective optimization of the filling stage of the Resin Infusion manufacturing process. The optimization focuses on the selection of an optimal temperature profile which addresses the tradeoff between filling time and the risk of impeding the flow of resin due to excessive curing. The methodology developed combines a numerical solution of the coupled Darcy’s flow and heat conduction problem with a Genetic Algorithm (GA). The methodology converges successfully to a final Pareto set for the case of a C-stiffener which is 130 mm high, 60 mm wide and lies on a skin 280 mm wide. The results highlight the efficiency opportunities available compared to standard industrial manufacturing practice. Reductions in filling time up to 66% and up to 15% in final degree of cure are achieved compared to standard solutions.G. StruzzieroA. A. SkordosTaylor & Francis GrouparticleResin Infusionmulti-objective optimizationfinite elementscomposites manufacturingthermosetting resinprocess simulationflow through porous mediaviscosityPolymers and polymer manufactureTP1080-1185AutomationT59.5ENAdvanced Manufacturing: Polymer & Composites Science, Vol 5, Iss 1, Pp 17-28 (2019)
institution	DOAJ
collection	DOAJ
language	EN
topic	Resin Infusion multi-objective optimization finite elements composites manufacturing thermosetting resin process simulation flow through porous media viscosity Polymers and polymer manufacture TP1080-1185 Automation T59.5
spellingShingle	Resin Infusion multi-objective optimization finite elements composites manufacturing thermosetting resin process simulation flow through porous media viscosity Polymers and polymer manufacture TP1080-1185 Automation T59.5 G. Struzziero A. A. Skordos Multi-objective optimization of Resin Infusion
description	The present paper addresses the multi-objective optimization of the filling stage of the Resin Infusion manufacturing process. The optimization focuses on the selection of an optimal temperature profile which addresses the tradeoff between filling time and the risk of impeding the flow of resin due to excessive curing. The methodology developed combines a numerical solution of the coupled Darcy’s flow and heat conduction problem with a Genetic Algorithm (GA). The methodology converges successfully to a final Pareto set for the case of a C-stiffener which is 130 mm high, 60 mm wide and lies on a skin 280 mm wide. The results highlight the efficiency opportunities available compared to standard industrial manufacturing practice. Reductions in filling time up to 66% and up to 15% in final degree of cure are achieved compared to standard solutions.
format	article
author	G. Struzziero A. A. Skordos
author_facet	G. Struzziero A. A. Skordos
author_sort	G. Struzziero
title	Multi-objective optimization of Resin Infusion
title_short	Multi-objective optimization of Resin Infusion
title_full	Multi-objective optimization of Resin Infusion
title_fullStr	Multi-objective optimization of Resin Infusion
title_full_unstemmed	Multi-objective optimization of Resin Infusion
title_sort	multi-objective optimization of resin infusion
publisher	Taylor & Francis Group
publishDate	2019
url	https://doaj.org/article/0ccdf2efc1b94c1ea9f173317a2074df
work_keys_str_mv	AT gstruzziero multiobjectiveoptimizationofresininfusion AT aaskordos multiobjectiveoptimizationofresininfusion
_version_	1718401411672178688

Multi-objective optimization of Resin Infusion

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