Application of an Automated Digital Image-Processing Method for Quantitative Assessment of Cracking Patterns in a Lime Cement Matrix
Artykuł w czasopiśmie
MNiSW
100
Lista 2021
Status: | |
Autorzy: | Szeląg Maciej |
Dyscypliny: | |
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Rok wydania: | 2020 |
Wersja dokumentu: | Elektroniczna |
Język: | angielski |
Numer czasopisma: | 14 |
Wolumen/Tom: | 20 |
Numer artykułu: | 3859 |
Strony: | 1 - 24 |
Impact Factor: | 3,576 |
Web of Science® Times Cited: | 11 |
Scopus® Cytowania: | 10 |
Bazy: | Web of Science | Scopus | AGORA | Analytical Abstracts | CAB Abstracts | Chemical Abstracts | dblp Computer Science Bibliography | DOAJ | Ei Compendex / Engineering Village | EMBASE | Genamics Journal | HINARI | Inspec | JCR |
Efekt badań statutowych | NIE |
Finansowanie: | This work was financially supported by the Polish Ministry of Science and Higher Education with the statutory research number FN14/ILT/2019. |
Materiał konferencyjny: | NIE |
Publikacja OA: | TAK |
Licencja: | |
Sposób udostępnienia: | Witryna wydawcy |
Wersja tekstu: | Ostateczna wersja opublikowana |
Czas opublikowania: | W momencie opublikowania |
Data opublikowania w OA: | 10 lipca 2020 |
Abstrakty: | angielski |
The paper presents an original approach to the localization and analysis of the cracking patterns of cement composites. The lime cement matrix modified with microsilica was evaluated under a two-phase thermal load. For quantitative detection and analysis of thermal cracks, an image-processing method was applied. For this purpose, an original image double-segmentation method was developed using machine-learning algorithms. Among other things, the fractal analysis was used to describe the morphology and the thermal evolution of the cracking patterns. The basic mechanical characteristics were examined and the results indicated a very high correlation between tensile strength and all cracking patterns’ parameters. This allows high-quality estimation of the mechanical properties of the lime cement matrix to be carried out on the basis of measurement and evaluation of morphology of the thermal cracking patterns. Knowledge in this field contributes to the development of non-destructive testing methods in cement composites technology, in terms of localization of and tracking the cracking patterns. |