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Review on the photonic techniques suitable for automatic monitoring of the composition of multi-materials wastes in view of their posterior recycling

In the increasingly pressing context of improving recycling, optical technologies present a broad potential to support the adequate sorting of plastics. Nevertheless, the commercially available solutions (for example, employing near-infrared spectroscopy) generally focus on identifying mono-material...

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Autores principales: Araujo-Andrade, Cuauhtémoc, Bugnicourt, Elodie, Philippet, Laurent, Rodriguez-Turienzo, Laura, Nettleton, David, Hoffmann, Luis, Schlummer, Martin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8165644/
https://www.ncbi.nlm.nih.gov/pubmed/33749390
http://dx.doi.org/10.1177/0734242X21997908
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author Araujo-Andrade, Cuauhtémoc
Bugnicourt, Elodie
Philippet, Laurent
Rodriguez-Turienzo, Laura
Nettleton, David
Hoffmann, Luis
Schlummer, Martin
author_facet Araujo-Andrade, Cuauhtémoc
Bugnicourt, Elodie
Philippet, Laurent
Rodriguez-Turienzo, Laura
Nettleton, David
Hoffmann, Luis
Schlummer, Martin
author_sort Araujo-Andrade, Cuauhtémoc
collection PubMed
description In the increasingly pressing context of improving recycling, optical technologies present a broad potential to support the adequate sorting of plastics. Nevertheless, the commercially available solutions (for example, employing near-infrared spectroscopy) generally focus on identifying mono-materials of a few selected types which currently have a market-interest as secondary materials. Current progress in photonic sciences together with advanced data analysis, such as artificial intelligence, enable bridging practical challenges previously not feasible, for example in terms of classifying more complex materials. In the present paper, the different techniques are initially reviewed based on their main characteristics. Then, based on academic literature, their suitability for monitoring the composition of multi-materials, such as different types of multi-layered packaging and fibre-reinforced polymer composites as well as black plastics used in the motor vehicle industry, is discussed. Finally, some commercial systems with applications in those sectors are also presented. This review mainly focuses on the materials identification step (taking place after waste collection and before sorting and reprocessing) but in outlook, further insights on sorting are given as well as future prospects which can contribute to increasing the circularity of the plastic composites’ value chains.
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spelling pubmed-81656442021-06-09 Review on the photonic techniques suitable for automatic monitoring of the composition of multi-materials wastes in view of their posterior recycling Araujo-Andrade, Cuauhtémoc Bugnicourt, Elodie Philippet, Laurent Rodriguez-Turienzo, Laura Nettleton, David Hoffmann, Luis Schlummer, Martin Waste Manag Res Article In the increasingly pressing context of improving recycling, optical technologies present a broad potential to support the adequate sorting of plastics. Nevertheless, the commercially available solutions (for example, employing near-infrared spectroscopy) generally focus on identifying mono-materials of a few selected types which currently have a market-interest as secondary materials. Current progress in photonic sciences together with advanced data analysis, such as artificial intelligence, enable bridging practical challenges previously not feasible, for example in terms of classifying more complex materials. In the present paper, the different techniques are initially reviewed based on their main characteristics. Then, based on academic literature, their suitability for monitoring the composition of multi-materials, such as different types of multi-layered packaging and fibre-reinforced polymer composites as well as black plastics used in the motor vehicle industry, is discussed. Finally, some commercial systems with applications in those sectors are also presented. This review mainly focuses on the materials identification step (taking place after waste collection and before sorting and reprocessing) but in outlook, further insights on sorting are given as well as future prospects which can contribute to increasing the circularity of the plastic composites’ value chains. SAGE Publications 2021-03-21 2021-05 /pmc/articles/PMC8165644/ /pubmed/33749390 http://dx.doi.org/10.1177/0734242X21997908 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Article
Araujo-Andrade, Cuauhtémoc
Bugnicourt, Elodie
Philippet, Laurent
Rodriguez-Turienzo, Laura
Nettleton, David
Hoffmann, Luis
Schlummer, Martin
Review on the photonic techniques suitable for automatic monitoring of the composition of multi-materials wastes in view of their posterior recycling
title Review on the photonic techniques suitable for automatic monitoring of the composition of multi-materials wastes in view of their posterior recycling
title_full Review on the photonic techniques suitable for automatic monitoring of the composition of multi-materials wastes in view of their posterior recycling
title_fullStr Review on the photonic techniques suitable for automatic monitoring of the composition of multi-materials wastes in view of their posterior recycling
title_full_unstemmed Review on the photonic techniques suitable for automatic monitoring of the composition of multi-materials wastes in view of their posterior recycling
title_short Review on the photonic techniques suitable for automatic monitoring of the composition of multi-materials wastes in view of their posterior recycling
title_sort review on the photonic techniques suitable for automatic monitoring of the composition of multi-materials wastes in view of their posterior recycling
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8165644/
https://www.ncbi.nlm.nih.gov/pubmed/33749390
http://dx.doi.org/10.1177/0734242X21997908
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