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Visualizing Polymer Damage Using Hyperspectral Imaging
Silicone rubbers (SIRs) are common industrial materials which are often used for electrical insulation including weather sheds on non-ceramic insulators (NCIs). While SIRs are typically resilient to outside environments, aging can damage SIRs’ favorable properties such as hydrophobicity and electric...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7569962/ https://www.ncbi.nlm.nih.gov/pubmed/32932698 http://dx.doi.org/10.3390/polym12092071 |
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author | Bleszynski, Monika Mann, Shaun Kumosa, Maciej |
author_facet | Bleszynski, Monika Mann, Shaun Kumosa, Maciej |
author_sort | Bleszynski, Monika |
collection | PubMed |
description | Silicone rubbers (SIRs) are common industrial materials which are often used for electrical insulation including weather sheds on non-ceramic insulators (NCIs). While SIRs are typically resilient to outside environments, aging can damage SIRs’ favorable properties such as hydrophobicity and electrical resistance. Detecting SIR aging and damage, however, can be difficult, especially in service. In this study we used hyperspectral imaging (HSI) and previously investigated aging methods as a proof of concept to show how HSI may be used to detect various types of aging damage in different SIR materials. The spectral signature changes in four different SIRs subjected to four different in-service aging environments all occurred between 400––650 nm. Therefore, remote sensing of NCIs using HSI could concentrate on bands below 700 nm to successfully detect in service SIR damage. |
format | Online Article Text |
id | pubmed-7569962 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75699622020-10-29 Visualizing Polymer Damage Using Hyperspectral Imaging Bleszynski, Monika Mann, Shaun Kumosa, Maciej Polymers (Basel) Article Silicone rubbers (SIRs) are common industrial materials which are often used for electrical insulation including weather sheds on non-ceramic insulators (NCIs). While SIRs are typically resilient to outside environments, aging can damage SIRs’ favorable properties such as hydrophobicity and electrical resistance. Detecting SIR aging and damage, however, can be difficult, especially in service. In this study we used hyperspectral imaging (HSI) and previously investigated aging methods as a proof of concept to show how HSI may be used to detect various types of aging damage in different SIR materials. The spectral signature changes in four different SIRs subjected to four different in-service aging environments all occurred between 400––650 nm. Therefore, remote sensing of NCIs using HSI could concentrate on bands below 700 nm to successfully detect in service SIR damage. MDPI 2020-09-12 /pmc/articles/PMC7569962/ /pubmed/32932698 http://dx.doi.org/10.3390/polym12092071 Text en © 2020 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Bleszynski, Monika Mann, Shaun Kumosa, Maciej Visualizing Polymer Damage Using Hyperspectral Imaging |
title | Visualizing Polymer Damage Using Hyperspectral Imaging |
title_full | Visualizing Polymer Damage Using Hyperspectral Imaging |
title_fullStr | Visualizing Polymer Damage Using Hyperspectral Imaging |
title_full_unstemmed | Visualizing Polymer Damage Using Hyperspectral Imaging |
title_short | Visualizing Polymer Damage Using Hyperspectral Imaging |
title_sort | visualizing polymer damage using hyperspectral imaging |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7569962/ https://www.ncbi.nlm.nih.gov/pubmed/32932698 http://dx.doi.org/10.3390/polym12092071 |
work_keys_str_mv | AT bleszynskimonika visualizingpolymerdamageusinghyperspectralimaging AT mannshaun visualizingpolymerdamageusinghyperspectralimaging AT kumosamaciej visualizingpolymerdamageusinghyperspectralimaging |