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A Cost Modelling System for Recycling Carbon Fiber-Reinforced Composites

Cost-effective and environmentally responsible ways of carbon fiber-reinforced composite (CFRP) recycling are increasingly important, owing to the rapidly increasing use of these materials in many industries such as the aerospace, automotive and energy sectors. Product designers need to consider the...

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Autores principales: Shehab, Essam, Meiirbekov, Arshyn, Amantayeva, Akniyet, Suleimen, Aidar, Tokbolat, Serik, Sarfraz, Shoaib
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659527/
https://www.ncbi.nlm.nih.gov/pubmed/34883711
http://dx.doi.org/10.3390/polym13234208
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author Shehab, Essam
Meiirbekov, Arshyn
Amantayeva, Akniyet
Suleimen, Aidar
Tokbolat, Serik
Sarfraz, Shoaib
author_facet Shehab, Essam
Meiirbekov, Arshyn
Amantayeva, Akniyet
Suleimen, Aidar
Tokbolat, Serik
Sarfraz, Shoaib
author_sort Shehab, Essam
collection PubMed
description Cost-effective and environmentally responsible ways of carbon fiber-reinforced composite (CFRP) recycling are increasingly important, owing to the rapidly increasing use of these materials in many industries such as the aerospace, automotive and energy sectors. Product designers need to consider the costs associated with manufacturing and the end-of-life stage of such materials to make informed decisions. They also need to understand the current methods of composite recycling and disposal and their impact on the end-of-life costs. A comprehensive literature review indicated that there is no such tool to estimate CFRP recycling costs without any prior knowledge and expertise. Therefore, this research paper proposed a novel knowledge-based system for the cost modelling of recycling CFRP that does not require in-depth knowledge from a user. A prototype of a cost estimation system has been developed based on existing CFRP recycling techniques such as mechanical recycling, pyrolysis, fluidized bed, and supercritical water. The proposed system has the ability to select the appropriate recycling techniques based on a user’s needs with the help of an optimization module based on the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS). Estimating recycling costs has taken into consideration various factors such as different material types in different industries, transportation, and dismantling costs. The developed system can be employed to support early-stage designers and decision-making stakeholders in terms of understanding and predicting recycling costs easily and quickly.
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spelling pubmed-86595272021-12-10 A Cost Modelling System for Recycling Carbon Fiber-Reinforced Composites Shehab, Essam Meiirbekov, Arshyn Amantayeva, Akniyet Suleimen, Aidar Tokbolat, Serik Sarfraz, Shoaib Polymers (Basel) Article Cost-effective and environmentally responsible ways of carbon fiber-reinforced composite (CFRP) recycling are increasingly important, owing to the rapidly increasing use of these materials in many industries such as the aerospace, automotive and energy sectors. Product designers need to consider the costs associated with manufacturing and the end-of-life stage of such materials to make informed decisions. They also need to understand the current methods of composite recycling and disposal and their impact on the end-of-life costs. A comprehensive literature review indicated that there is no such tool to estimate CFRP recycling costs without any prior knowledge and expertise. Therefore, this research paper proposed a novel knowledge-based system for the cost modelling of recycling CFRP that does not require in-depth knowledge from a user. A prototype of a cost estimation system has been developed based on existing CFRP recycling techniques such as mechanical recycling, pyrolysis, fluidized bed, and supercritical water. The proposed system has the ability to select the appropriate recycling techniques based on a user’s needs with the help of an optimization module based on the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS). Estimating recycling costs has taken into consideration various factors such as different material types in different industries, transportation, and dismantling costs. The developed system can be employed to support early-stage designers and decision-making stakeholders in terms of understanding and predicting recycling costs easily and quickly. MDPI 2021-12-01 /pmc/articles/PMC8659527/ /pubmed/34883711 http://dx.doi.org/10.3390/polym13234208 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 Article
Shehab, Essam
Meiirbekov, Arshyn
Amantayeva, Akniyet
Suleimen, Aidar
Tokbolat, Serik
Sarfraz, Shoaib
A Cost Modelling System for Recycling Carbon Fiber-Reinforced Composites
title A Cost Modelling System for Recycling Carbon Fiber-Reinforced Composites
title_full A Cost Modelling System for Recycling Carbon Fiber-Reinforced Composites
title_fullStr A Cost Modelling System for Recycling Carbon Fiber-Reinforced Composites
title_full_unstemmed A Cost Modelling System for Recycling Carbon Fiber-Reinforced Composites
title_short A Cost Modelling System for Recycling Carbon Fiber-Reinforced Composites
title_sort cost modelling system for recycling carbon fiber-reinforced composites
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659527/
https://www.ncbi.nlm.nih.gov/pubmed/34883711
http://dx.doi.org/10.3390/polym13234208
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