Cargando…

Optimization of Polymer Processing: A Review (Part II-Molding Technologies)

The application of optimization techniques to improve the performance of polymer processing technologies is of great practical consequence, since it may result in significant savings of materials and energy resources, assist recycling schemes and generate products with better properties. The present...

Descripción completa

Detalles Bibliográficos
Autores principales: Gaspar-Cunha, António, Covas, José A., Sikora, Janusz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8839065/
https://www.ncbi.nlm.nih.gov/pubmed/35161080
http://dx.doi.org/10.3390/ma15031138
_version_ 1784650279417806848
author Gaspar-Cunha, António
Covas, José A.
Sikora, Janusz
author_facet Gaspar-Cunha, António
Covas, José A.
Sikora, Janusz
author_sort Gaspar-Cunha, António
collection PubMed
description The application of optimization techniques to improve the performance of polymer processing technologies is of great practical consequence, since it may result in significant savings of materials and energy resources, assist recycling schemes and generate products with better properties. The present review aims at identifying and discussing the most important characteristics of polymer processing optimization problems in terms of the nature of the objective function, optimization algorithm, and process modelling approach that is used to evaluate the solutions and the parameters to optimize. Taking into account the research efforts developed so far, it is shown that several optimization methodologies can be applied to polymer processing with good results, without demanding important computational requirements. Furthermore, within the field of artificial intelligence, several approaches can reach significant success. The first part of this review demonstrated the advantages of the optimization approach in polymer processing, discussed some concepts on multi-objective optimization and reported the application of optimization methodologies to single and twin screw extruders, extrusion dies and calibrators. This second part focuses on injection molding, blow molding and thermoforming technologies.
format Online
Article
Text
id pubmed-8839065
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-88390652022-02-13 Optimization of Polymer Processing: A Review (Part II-Molding Technologies) Gaspar-Cunha, António Covas, José A. Sikora, Janusz Materials (Basel) Review The application of optimization techniques to improve the performance of polymer processing technologies is of great practical consequence, since it may result in significant savings of materials and energy resources, assist recycling schemes and generate products with better properties. The present review aims at identifying and discussing the most important characteristics of polymer processing optimization problems in terms of the nature of the objective function, optimization algorithm, and process modelling approach that is used to evaluate the solutions and the parameters to optimize. Taking into account the research efforts developed so far, it is shown that several optimization methodologies can be applied to polymer processing with good results, without demanding important computational requirements. Furthermore, within the field of artificial intelligence, several approaches can reach significant success. The first part of this review demonstrated the advantages of the optimization approach in polymer processing, discussed some concepts on multi-objective optimization and reported the application of optimization methodologies to single and twin screw extruders, extrusion dies and calibrators. This second part focuses on injection molding, blow molding and thermoforming technologies. MDPI 2022-02-01 /pmc/articles/PMC8839065/ /pubmed/35161080 http://dx.doi.org/10.3390/ma15031138 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 Review
Gaspar-Cunha, António
Covas, José A.
Sikora, Janusz
Optimization of Polymer Processing: A Review (Part II-Molding Technologies)
title Optimization of Polymer Processing: A Review (Part II-Molding Technologies)
title_full Optimization of Polymer Processing: A Review (Part II-Molding Technologies)
title_fullStr Optimization of Polymer Processing: A Review (Part II-Molding Technologies)
title_full_unstemmed Optimization of Polymer Processing: A Review (Part II-Molding Technologies)
title_short Optimization of Polymer Processing: A Review (Part II-Molding Technologies)
title_sort optimization of polymer processing: a review (part ii-molding technologies)
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8839065/
https://www.ncbi.nlm.nih.gov/pubmed/35161080
http://dx.doi.org/10.3390/ma15031138
work_keys_str_mv AT gasparcunhaantonio optimizationofpolymerprocessingareviewpartiimoldingtechnologies
AT covasjosea optimizationofpolymerprocessingareviewpartiimoldingtechnologies
AT sikorajanusz optimizationofpolymerprocessingareviewpartiimoldingtechnologies