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On Phase Identification of Hardened Cement Pastes by Combined Nanoindentation and Mercury Intrusion Method

The micro-mechanical properties of hardened cement paste can be obtained by nanoindentation. Phases at different locations can generally be determined by using the Gaussian mixture model (GMM) method and the K-means clustering (KM) method. However, there are differences between analysis methods. In...

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Autores principales: Ying, Jingwei, Zhang, Xiangxin, Jiang, Zhijun, Huang, Yijie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8235757/
https://www.ncbi.nlm.nih.gov/pubmed/34204331
http://dx.doi.org/10.3390/ma14123349
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author Ying, Jingwei
Zhang, Xiangxin
Jiang, Zhijun
Huang, Yijie
author_facet Ying, Jingwei
Zhang, Xiangxin
Jiang, Zhijun
Huang, Yijie
author_sort Ying, Jingwei
collection PubMed
description The micro-mechanical properties of hardened cement paste can be obtained by nanoindentation. Phases at different locations can generally be determined by using the Gaussian mixture model (GMM) method and the K-means clustering (KM) method. However, there are differences between analysis methods. In this study, pore structure and porosity of hardened cement paste aged three, seven, and 28 days were obtained by mercury intrusion porosimetry (MIP), and their micro-mechanical properties were obtained by the nanoindentation method. A new method, GMM-MIP and KM-MIP, was proposed to determine the phase of hardened cement paste based on the pore structure and nanoindentation results. The results show that GMM-MIP and KM-MIP methods are more reasonable than GMM and KM methods in determining the phase of hardened cement paste. GMM-MIP can be used to obtain reasonable phase distribution. If the micro-mechanical properties of each phase in hardened cement paste do not satisfy the normal distribution, the GMM method has significant defects.
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spelling pubmed-82357572021-06-27 On Phase Identification of Hardened Cement Pastes by Combined Nanoindentation and Mercury Intrusion Method Ying, Jingwei Zhang, Xiangxin Jiang, Zhijun Huang, Yijie Materials (Basel) Article The micro-mechanical properties of hardened cement paste can be obtained by nanoindentation. Phases at different locations can generally be determined by using the Gaussian mixture model (GMM) method and the K-means clustering (KM) method. However, there are differences between analysis methods. In this study, pore structure and porosity of hardened cement paste aged three, seven, and 28 days were obtained by mercury intrusion porosimetry (MIP), and their micro-mechanical properties were obtained by the nanoindentation method. A new method, GMM-MIP and KM-MIP, was proposed to determine the phase of hardened cement paste based on the pore structure and nanoindentation results. The results show that GMM-MIP and KM-MIP methods are more reasonable than GMM and KM methods in determining the phase of hardened cement paste. GMM-MIP can be used to obtain reasonable phase distribution. If the micro-mechanical properties of each phase in hardened cement paste do not satisfy the normal distribution, the GMM method has significant defects. MDPI 2021-06-17 /pmc/articles/PMC8235757/ /pubmed/34204331 http://dx.doi.org/10.3390/ma14123349 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
Ying, Jingwei
Zhang, Xiangxin
Jiang, Zhijun
Huang, Yijie
On Phase Identification of Hardened Cement Pastes by Combined Nanoindentation and Mercury Intrusion Method
title On Phase Identification of Hardened Cement Pastes by Combined Nanoindentation and Mercury Intrusion Method
title_full On Phase Identification of Hardened Cement Pastes by Combined Nanoindentation and Mercury Intrusion Method
title_fullStr On Phase Identification of Hardened Cement Pastes by Combined Nanoindentation and Mercury Intrusion Method
title_full_unstemmed On Phase Identification of Hardened Cement Pastes by Combined Nanoindentation and Mercury Intrusion Method
title_short On Phase Identification of Hardened Cement Pastes by Combined Nanoindentation and Mercury Intrusion Method
title_sort on phase identification of hardened cement pastes by combined nanoindentation and mercury intrusion method
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8235757/
https://www.ncbi.nlm.nih.gov/pubmed/34204331
http://dx.doi.org/10.3390/ma14123349
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