A Python tool to determine the thickness of the hydrate layer around clinker grains using SEM-BSE images

IF 1.5 4区 工程技术 Q3 MICROSCOPY Journal of microscopy Pub Date : 2024-02-26 DOI:10.1111/jmi.13283
Florian Kleiner, Franz Becker, Christiane Rößler, Horst-Michael Ludwig
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Abstract

To accurately simulate the hydration process of cementitious materials, understanding the growth rate of C-S-H layers around clinker grains is crucial. Nonetheless, the thickness of the hydrate layer shows substantial variation around individual grains, depending on their surrounding. Consequently, it is not feasible to measure hydrate layers manually in a reliable and reproducible manner. To address this challenge, a software has been developed to statistically determine the C-S-H thickness, requiring minimal manual interventions for thresholding and for setting limits like particle size or circularity.

This study presents a tool, which automatically identifies suitable clinker grains and and perform statistical measurements of their hydrate layer up to a specimen age of 28 days. The findings reveal a significant increase in the C-S-H layer, starting from 0.45  μ m $\umu {\rm {m}}$ after 1 day and reaching 3.04  μ m $\umu {\rm {m}}$ after 28 days. However, for older specimens, the measurement of the C-S-H layer was not feasible due to limited pore space and clinker grains.

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利用 SEM-BSE 图像确定熟料颗粒周围水合物层厚度的 Python 工具。
要准确模拟胶凝材料的水化过程,了解熟料颗粒周围 C-S-H 层的生长速度至关重要。然而,水合物层的厚度会因颗粒周围环境的不同而有很大差异。因此,以可靠和可重复的方式手动测量水合物层是不可行的。为了应对这一挑战,我们开发了一款软件,用于统计确定 C-S-H 厚度,只需少量人工干预阈值和设置粒度或圆度等限制。本研究介绍了一种工具,它能自动识别合适的熟料颗粒,并对其水合物层进行统计测量,直至试样龄期达到 28 天。研究结果显示,C-S-H 层明显增加,从 1 天后的 0.45 μ m $umu {rm {m}}$,到 28 天后的 3.04 μ m $umu {rm {m}}$。然而,对于较老的试样,由于有限的孔隙空间和熟料颗粒,C-S-H 层的测量是不可行的。
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来源期刊
Journal of microscopy
Journal of microscopy 工程技术-显微镜技术
CiteScore
4.30
自引率
5.00%
发文量
83
审稿时长
1 months
期刊介绍: The Journal of Microscopy is the oldest journal dedicated to the science of microscopy and the only peer-reviewed publication of the Royal Microscopical Society. It publishes papers that report on the very latest developments in microscopy such as advances in microscopy techniques or novel areas of application. The Journal does not seek to publish routine applications of microscopy or specimen preparation even though the submission may otherwise have a high scientific merit. The scope covers research in the physical and biological sciences and covers imaging methods using light, electrons, X-rays and other radiations as well as atomic force and near field techniques. Interdisciplinary research is welcome. Papers pertaining to microscopy are also welcomed on optical theory, spectroscopy, novel specimen preparation and manipulation methods and image recording, processing and analysis including dynamic analysis of living specimens. Publication types include full papers, hot topic fast tracked communications and review articles. Authors considering submitting a review article should contact the editorial office first.
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