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Curing Assessment of Concrete with Hyperspectral Imaging
The curing of concrete significantly influences the hydration process and its strength development. Inadequate curing leads to a loss of quality and has a negative effect on the durability of the concrete. Usually, the effects are not noticed until years later, when the first damage to the structure...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8304317/ https://www.ncbi.nlm.nih.gov/pubmed/34300764 http://dx.doi.org/10.3390/ma14143848 |
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author | Ptacek, Lisa Strauss, Alfred Hinterstoisser, Barbara Zitek, Andreas |
author_facet | Ptacek, Lisa Strauss, Alfred Hinterstoisser, Barbara Zitek, Andreas |
author_sort | Ptacek, Lisa |
collection | PubMed |
description | The curing of concrete significantly influences the hydration process and its strength development. Inadequate curing leads to a loss of quality and has a negative effect on the durability of the concrete. Usually, the effects are not noticed until years later, when the first damage to the structure occurs because of the poor concrete quality. This paper presents a non-destructive measurement method for the determination of the curing quality of young concrete. Hyperspectral imaging in the near infrared is a contactless method that provides information about material properties in an electromagnetic wavelength range that cannot be seen with the human eye. Laboratory tests were carried out with samples with three different curing types at the age of 1, 7, and 27 days. The results showed that differences in the near infrared spectral signatures can be determined depending on the age of the concrete and the type of curing. The data was classified and analyzed by evaluating the results using k-means clustering. This method showed a high level of reliability for the differentiation between the different curing types and concrete ages. A recommendation for hyperspectral measurement and the evaluation of the curing quality of concrete could be made. |
format | Online Article Text |
id | pubmed-8304317 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-83043172021-07-25 Curing Assessment of Concrete with Hyperspectral Imaging Ptacek, Lisa Strauss, Alfred Hinterstoisser, Barbara Zitek, Andreas Materials (Basel) Article The curing of concrete significantly influences the hydration process and its strength development. Inadequate curing leads to a loss of quality and has a negative effect on the durability of the concrete. Usually, the effects are not noticed until years later, when the first damage to the structure occurs because of the poor concrete quality. This paper presents a non-destructive measurement method for the determination of the curing quality of young concrete. Hyperspectral imaging in the near infrared is a contactless method that provides information about material properties in an electromagnetic wavelength range that cannot be seen with the human eye. Laboratory tests were carried out with samples with three different curing types at the age of 1, 7, and 27 days. The results showed that differences in the near infrared spectral signatures can be determined depending on the age of the concrete and the type of curing. The data was classified and analyzed by evaluating the results using k-means clustering. This method showed a high level of reliability for the differentiation between the different curing types and concrete ages. A recommendation for hyperspectral measurement and the evaluation of the curing quality of concrete could be made. MDPI 2021-07-09 /pmc/articles/PMC8304317/ /pubmed/34300764 http://dx.doi.org/10.3390/ma14143848 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 Ptacek, Lisa Strauss, Alfred Hinterstoisser, Barbara Zitek, Andreas Curing Assessment of Concrete with Hyperspectral Imaging |
title | Curing Assessment of Concrete with Hyperspectral Imaging |
title_full | Curing Assessment of Concrete with Hyperspectral Imaging |
title_fullStr | Curing Assessment of Concrete with Hyperspectral Imaging |
title_full_unstemmed | Curing Assessment of Concrete with Hyperspectral Imaging |
title_short | Curing Assessment of Concrete with Hyperspectral Imaging |
title_sort | curing assessment of concrete with hyperspectral imaging |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8304317/ https://www.ncbi.nlm.nih.gov/pubmed/34300764 http://dx.doi.org/10.3390/ma14143848 |
work_keys_str_mv | AT ptaceklisa curingassessmentofconcretewithhyperspectralimaging AT straussalfred curingassessmentofconcretewithhyperspectralimaging AT hinterstoisserbarbara curingassessmentofconcretewithhyperspectralimaging AT zitekandreas curingassessmentofconcretewithhyperspectralimaging |