Determining the composition of post-consumer flexible multilayer plastic packaging with near-infrared spectroscopy.
Classification
Multilayer plastic packaging
Near-infrared spectroscopy
Plastic recycling
Post-consumer
Sorting
Journal
Waste management (New York, N.Y.)
ISSN: 1879-2456
Titre abrégé: Waste Manag
Pays: United States
ID NLM: 9884362
Informations de publication
Date de publication:
15 Mar 2021
15 Mar 2021
Historique:
received:
06
10
2020
revised:
29
12
2020
accepted:
10
01
2021
pubmed:
9
2
2021
medline:
26
2
2021
entrez:
8
2
2021
Statut:
ppublish
Résumé
Flexible multilayer plastic packaging (MPP) has grown in popularity in the last years especially in food and medical sectors, and its share in the packaging industry is expected to increase further. Compared to traditional packaging with same functionalities, MPP is characterized by lower energy consumption in production and a reduced packaging weight. So far, the recycling of post-industrial MPP with specific material composition has been achieved by several companies. To our knowledge, all existing MPP recycling processes require a known material combination. In contrast to post-industrial MPP, post-consumer MPP still ends up in incinerators or as low-quality products, mainly because of the lacking ability to sort. This study investigates the detectability of post-consumer MPP with near-infrared spectroscopy, the state-of-the-art technology for sensor-based waste sorting. Firstly, MPP classification with near-infrared spectroscopy was analyzed with clean samples. Subsequently, the effect of waste collection and preprocessing in sorting plants on MPP classification was investigated. For this purpose, clean samples were covered with water and oil and mixed with lightweight packaging waste in a drum sieve. The results show it is possible to classify post-consumer MPP based on near-infrared spectra according to different sorting strategies. For the existing recycling processes which are suitable for post-consumer MPP, the corresponding object-based classification accuracy was found to exceed 96%.
Identifiants
pubmed: 33556715
pii: S0956-053X(21)00020-9
doi: 10.1016/j.wasman.2021.01.015
pii:
doi:
Substances chimiques
Plastics
0
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
33-41Informations de copyright
Copyright © 2021 Elsevier Ltd. All rights reserved.
Déclaration de conflit d'intérêts
Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.