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Optimization for Starve Fed/Flood Fed Single Screw Extrusion of Polymeric Materials
A novel computer optimization system for flood fed/starve fed single screw extrusion of polymeric materials has been developed. This coupled system allows us to optimize single screw extrusion both flood fed and starve fed. Optimization is based on process simulation which is performed using global...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7022554/ https://www.ncbi.nlm.nih.gov/pubmed/31936045 http://dx.doi.org/10.3390/polym12010149 |
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author | Nastaj, Andrzej Wilczyński, Krzysztof |
author_facet | Nastaj, Andrzej Wilczyński, Krzysztof |
author_sort | Nastaj, Andrzej |
collection | PubMed |
description | A novel computer optimization system for flood fed/starve fed single screw extrusion of polymeric materials has been developed. This coupled system allows us to optimize single screw extrusion both flood fed and starve fed. Optimization is based on process simulation which is performed using global extrusion model GSEM (Global Screw Extrusion Model). The process is optimized with the use of GASEO (Genetic Algorithms Screw Extrusion Optimization) procedures which were developed using Genetic Algorithms. An example of optimization of extrusion process parameters has been presented to maximize extrusion output and minimize specific energy consumption. Optimization has been performed in a unique and original way in a coupled manner when both modes of feeding were allowed. The studies have shown that the optimal process is extrusion with starving. In this case, the global objective function reached the highest value, and extrusion throughput was relatively high and specific energy consumption was minimal. |
format | Online Article Text |
id | pubmed-7022554 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-70225542020-03-09 Optimization for Starve Fed/Flood Fed Single Screw Extrusion of Polymeric Materials Nastaj, Andrzej Wilczyński, Krzysztof Polymers (Basel) Article A novel computer optimization system for flood fed/starve fed single screw extrusion of polymeric materials has been developed. This coupled system allows us to optimize single screw extrusion both flood fed and starve fed. Optimization is based on process simulation which is performed using global extrusion model GSEM (Global Screw Extrusion Model). The process is optimized with the use of GASEO (Genetic Algorithms Screw Extrusion Optimization) procedures which were developed using Genetic Algorithms. An example of optimization of extrusion process parameters has been presented to maximize extrusion output and minimize specific energy consumption. Optimization has been performed in a unique and original way in a coupled manner when both modes of feeding were allowed. The studies have shown that the optimal process is extrusion with starving. In this case, the global objective function reached the highest value, and extrusion throughput was relatively high and specific energy consumption was minimal. MDPI 2020-01-07 /pmc/articles/PMC7022554/ /pubmed/31936045 http://dx.doi.org/10.3390/polym12010149 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Nastaj, Andrzej Wilczyński, Krzysztof Optimization for Starve Fed/Flood Fed Single Screw Extrusion of Polymeric Materials |
title | Optimization for Starve Fed/Flood Fed Single Screw Extrusion of Polymeric Materials |
title_full | Optimization for Starve Fed/Flood Fed Single Screw Extrusion of Polymeric Materials |
title_fullStr | Optimization for Starve Fed/Flood Fed Single Screw Extrusion of Polymeric Materials |
title_full_unstemmed | Optimization for Starve Fed/Flood Fed Single Screw Extrusion of Polymeric Materials |
title_short | Optimization for Starve Fed/Flood Fed Single Screw Extrusion of Polymeric Materials |
title_sort | optimization for starve fed/flood fed single screw extrusion of polymeric materials |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7022554/ https://www.ncbi.nlm.nih.gov/pubmed/31936045 http://dx.doi.org/10.3390/polym12010149 |
work_keys_str_mv | AT nastajandrzej optimizationforstarvefedfloodfedsinglescrewextrusionofpolymericmaterials AT wilczynskikrzysztof optimizationforstarvefedfloodfedsinglescrewextrusionofpolymericmaterials |