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DC Field | Value | Language |
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dc.contributor.author | Salimian, A | - |
dc.contributor.author | Onwukwe, U | - |
dc.date.accessioned | 2024-10-15T14:13:50Z | - |
dc.date.available | 2024-10-15T14:13:50Z | - |
dc.date.issued | 2023-07-28 | - |
dc.identifier | ORCiD: Uche Onwukwe https://orcid.org/0000-0003-3289-6908 | - |
dc.identifier | 1332 | - |
dc.identifier.citation | Salimian, A. and Onwukwe, U. (2023) 'Development of a Transparent Thermal Reflective Thin Film Coating for Accurate Separation of Food-Grade Plastics in Recycling Process via AI-Based Thermal Image Processing', Coatings, 13 (8), 1332, pp. 1 - 16. doi: 10.3390/coatings13081332. | en_US |
dc.identifier.uri | https://bura.brunel.ac.uk/handle/2438/29945 | - |
dc.description | Data Availability Statement: All data that support the findings of this study are included within the article. | en_US |
dc.description.abstract | This paper presents the development of a specific thin film coating designed to address the challenge of accurately separating food-grade plastics in the recycling process. The coating, created using a plasma sputtering process, is transparent to the visible spectrum of light while effectively reflecting infrared emissions above 1500 nm. Composed of a safe metal oxide formulation with a proprietary composition, the coating is applied to packaging labels. By employing thermal imaging and a computer vision AI model, the coated labels enable precise differentiation of plastics associated with food packaging in the initial stage of plastic recycling. The proposed system achieved a remarkable 100% accuracy in separating food-grade plastics from other types of plastics. This innovative approach holds great potential for enhancing the efficiency and effectiveness of plastic recycling processes, ensuring the recovery of food-grade plastics for future use. | en_US |
dc.description.sponsorship | Internal Funding, London Southbank University, School of Engineering sourced from Research England’s HEIF (Higher Education Innovation Fund) funding for use in Knowledge Exchange (KE) by HEIs. | en_US |
dc.format.extent | 1 - 16 | - |
dc.format.medium | Electronic | - |
dc.language | English | - |
dc.language.iso | en_US | en_US |
dc.publisher | MDPI | en_US |
dc.rights | Attribution 4.0 International | - |
dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | - |
dc.subject | thermal imaging | en_US |
dc.subject | infrared | en_US |
dc.subject | sputtering | en_US |
dc.subject | computer vision | en_US |
dc.subject | plastic recycling | en_US |
dc.title | Development of a Transparent Thermal Reflective Thin Film Coating for Accurate Separation of Food-Grade Plastics in Recycling Process via AI-Based Thermal Image Processing | en_US |
dc.type | Article | en_US |
dc.date.dateAccepted | 2023-07-14 | - |
dc.identifier.doi | https://doi.org/10.3390/coatings13081332 | - |
dc.relation.isPartOf | Coatings | - |
pubs.issue | 8 | - |
pubs.publication-status | Published | - |
pubs.volume | 13 | - |
dc.identifier.eissn | 2079-6412 | - |
dc.rights.license | https://creativecommons.org/licenses/by/4.0/legalcode.en | - |
dc.rights.holder | The authors | - |
Appears in Collections: | The Experimental Techniques Centre |
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FullText.pdf | Copyright © 2023 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 (https://creativecommons.org/licenses/by/4.0/). | 11.18 MB | Adobe PDF | View/Open |
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