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Classification of Textile Polymer Composites: Recent Trends and Challenges

Polymer based textile composites have gained much attention in recent years and gradually transformed the growth of industries especially automobiles, construction, aerospace and composites. The inclusion of natural polymeric fibres as reinforcement in carbon fibre reinforced composites manufacturin...

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Detalles Bibliográficos
Autores principales: Amor, Nesrine, Noman, Muhammad Tayyab, Petru, Michal
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398028/
https://www.ncbi.nlm.nih.gov/pubmed/34451132
http://dx.doi.org/10.3390/polym13162592
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author Amor, Nesrine
Noman, Muhammad Tayyab
Petru, Michal
author_facet Amor, Nesrine
Noman, Muhammad Tayyab
Petru, Michal
author_sort Amor, Nesrine
collection PubMed
description Polymer based textile composites have gained much attention in recent years and gradually transformed the growth of industries especially automobiles, construction, aerospace and composites. The inclusion of natural polymeric fibres as reinforcement in carbon fibre reinforced composites manufacturing delineates an economic way, enhances their surface, structural and mechanical properties by providing better bonding conditions. Almost all textile-based products are associated with quality, price and consumer’s satisfaction. Therefore, classification of textiles products and fibre reinforced polymer composites is a challenging task. This paper focuses on the classification of various problems in textile processes and fibre reinforced polymer composites by artificial neural networks, genetic algorithm and fuzzy logic. Moreover, their limitations associated with state-of-the-art processes and some relatively new and sequential classification methods are also proposed and discussed in detail in this paper.
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spelling pubmed-83980282021-08-29 Classification of Textile Polymer Composites: Recent Trends and Challenges Amor, Nesrine Noman, Muhammad Tayyab Petru, Michal Polymers (Basel) Review Polymer based textile composites have gained much attention in recent years and gradually transformed the growth of industries especially automobiles, construction, aerospace and composites. The inclusion of natural polymeric fibres as reinforcement in carbon fibre reinforced composites manufacturing delineates an economic way, enhances their surface, structural and mechanical properties by providing better bonding conditions. Almost all textile-based products are associated with quality, price and consumer’s satisfaction. Therefore, classification of textiles products and fibre reinforced polymer composites is a challenging task. This paper focuses on the classification of various problems in textile processes and fibre reinforced polymer composites by artificial neural networks, genetic algorithm and fuzzy logic. Moreover, their limitations associated with state-of-the-art processes and some relatively new and sequential classification methods are also proposed and discussed in detail in this paper. MDPI 2021-08-04 /pmc/articles/PMC8398028/ /pubmed/34451132 http://dx.doi.org/10.3390/polym13162592 Text en © 2021 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
Amor, Nesrine
Noman, Muhammad Tayyab
Petru, Michal
Classification of Textile Polymer Composites: Recent Trends and Challenges
title Classification of Textile Polymer Composites: Recent Trends and Challenges
title_full Classification of Textile Polymer Composites: Recent Trends and Challenges
title_fullStr Classification of Textile Polymer Composites: Recent Trends and Challenges
title_full_unstemmed Classification of Textile Polymer Composites: Recent Trends and Challenges
title_short Classification of Textile Polymer Composites: Recent Trends and Challenges
title_sort classification of textile polymer composites: recent trends and challenges
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8398028/
https://www.ncbi.nlm.nih.gov/pubmed/34451132
http://dx.doi.org/10.3390/polym13162592
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