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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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 |
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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 |
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