TY  - JOUR
AU  - Martinovic, Sanja
AU  - Vlahovic, Milica
AU  - Gajic-Kvascev, Maja
AU  - Vuksanović, Marija M.
AU  - Glišić, Dragomir
AU  - Volkov-Husović, Tatjana
PY  - 2021
UR  - http://TechnoRep.tmf.bg.ac.rs/handle/123456789/4776
AB  - Pattern recognition techniques are applied to various morphological descriptors to monitor the formation and propagation of surface defects of materials subjected to thermal shock. A low-cement high-alumina castable was synthesized, cured, sintered, and exposed to thermal stability testing using the water quench test. After a certain number of thermal shock cycles, photographs of the samples' surfaces were taken and subjected to image analysis. The influence of the sintering temperature on the morphology of the detected defects was studied using principal component analysis (PCA) as a pattern recognition technique that is the most informative for extracting possible differences. The morphological descriptors of the defects correspond to the previous results regarding the influence of sintering temperature on the structure of a castable during thermal shocks.
T2  - Journal of the European Ceramic Society
T1  - Principal component analysis of morphological descriptors for monitoring surface defects induced by thermal shock
EP  - 429
IS  - 16
SP  - 423
VL  - 41
DO  - 10.1016/j.jeurceramsoc.2021.08.058
ER  - 

@article{
author = "Martinovic, Sanja and Vlahovic, Milica and Gajic-Kvascev, Maja and Vuksanović, Marija M. and Glišić, Dragomir and Volkov-Husović, Tatjana",
year = "2021",
abstract = "Pattern recognition techniques are applied to various morphological descriptors to monitor the formation and propagation of surface defects of materials subjected to thermal shock. A low-cement high-alumina castable was synthesized, cured, sintered, and exposed to thermal stability testing using the water quench test. After a certain number of thermal shock cycles, photographs of the samples' surfaces were taken and subjected to image analysis. The influence of the sintering temperature on the morphology of the detected defects was studied using principal component analysis (PCA) as a pattern recognition technique that is the most informative for extracting possible differences. The morphological descriptors of the defects correspond to the previous results regarding the influence of sintering temperature on the structure of a castable during thermal shocks.",
journal = "Journal of the European Ceramic Society",
title = "Principal component analysis of morphological descriptors for monitoring surface defects induced by thermal shock",
pages = "429-423",
number = "16",
volume = "41",
doi = "10.1016/j.jeurceramsoc.2021.08.058"
}

Martinovic, S., Vlahovic, M., Gajic-Kvascev, M., Vuksanović, M. M., Glišić, D.,& Volkov-Husović, T.. (2021). Principal component analysis of morphological descriptors for monitoring surface defects induced by thermal shock. in Journal of the European Ceramic Society, 41(16), 423-429.
https://doi.org/10.1016/j.jeurceramsoc.2021.08.058

Martinovic S, Vlahovic M, Gajic-Kvascev M, Vuksanović MM, Glišić D, Volkov-Husović T. Principal component analysis of morphological descriptors for monitoring surface defects induced by thermal shock. in Journal of the European Ceramic Society. 2021;41(16):423-429.
doi:10.1016/j.jeurceramsoc.2021.08.058 .

Martinovic, Sanja, Vlahovic, Milica, Gajic-Kvascev, Maja, Vuksanović, Marija M., Glišić, Dragomir, Volkov-Husović, Tatjana, "Principal component analysis of morphological descriptors for monitoring surface defects induced by thermal shock" in Journal of the European Ceramic Society, 41, no. 16 (2021):423-429,
https://doi.org/10.1016/j.jeurceramsoc.2021.08.058 . .

TY  - JOUR
AU  - Vuksanović, Marija M.
AU  - Gajic-Kvascev, Maja
AU  - Volkov-Husović, Tatjana
AU  - Jančić-Heinemann, Radmila
PY  - 2021
UR  - http://TechnoRep.tmf.bg.ac.rs/handle/123456789/4885
AB  - Morphology and development of surface damage of alumina-based materials, resulting from cavitation erosion is studied in this paper. Two series of samples were prepared: samples without fibers and those with the addition of 2 wt % of ceramic fibers. The form of surface damage is considered to be the information carrier for the analysis of the resistance of materials to cavitation and the quality of this information is determined. The surface of the samples was monitored in defined time intervals in order to prepare the digitized image suitable for further analysis using image analysis software. The principal component analysis was applied to examine the appearance of certain morphological characteristics depending on the behavior of the material during cavitation erosion. It was concluded that the addition of ceramic fibers gained in importance after a long time of cavitation erosion, while during a starting period of time the difference in the morphology of the damage is not very observable.
T2  - Wear
T1  - Advanced damage resistance monitoring procedure on the composite materials? surface-exposed to cavitation testing
VL  - 474
DO  - 10.1016/j.wear.2021.203877
ER  - 

@article{
author = "Vuksanović, Marija M. and Gajic-Kvascev, Maja and Volkov-Husović, Tatjana and Jančić-Heinemann, Radmila",
year = "2021",
abstract = "Morphology and development of surface damage of alumina-based materials, resulting from cavitation erosion is studied in this paper. Two series of samples were prepared: samples without fibers and those with the addition of 2 wt % of ceramic fibers. The form of surface damage is considered to be the information carrier for the analysis of the resistance of materials to cavitation and the quality of this information is determined. The surface of the samples was monitored in defined time intervals in order to prepare the digitized image suitable for further analysis using image analysis software. The principal component analysis was applied to examine the appearance of certain morphological characteristics depending on the behavior of the material during cavitation erosion. It was concluded that the addition of ceramic fibers gained in importance after a long time of cavitation erosion, while during a starting period of time the difference in the morphology of the damage is not very observable.",
journal = "Wear",
title = "Advanced damage resistance monitoring procedure on the composite materials? surface-exposed to cavitation testing",
volume = "474",
doi = "10.1016/j.wear.2021.203877"
}

Vuksanović, M. M., Gajic-Kvascev, M., Volkov-Husović, T.,& Jančić-Heinemann, R.. (2021). Advanced damage resistance monitoring procedure on the composite materials? surface-exposed to cavitation testing. in Wear, 474.
https://doi.org/10.1016/j.wear.2021.203877

Vuksanović MM, Gajic-Kvascev M, Volkov-Husović T, Jančić-Heinemann R. Advanced damage resistance monitoring procedure on the composite materials? surface-exposed to cavitation testing. in Wear. 2021;474.
doi:10.1016/j.wear.2021.203877 .

Vuksanović, Marija M., Gajic-Kvascev, Maja, Volkov-Husović, Tatjana, Jančić-Heinemann, Radmila, "Advanced damage resistance monitoring procedure on the composite materials? surface-exposed to cavitation testing" in Wear, 474 (2021),
https://doi.org/10.1016/j.wear.2021.203877 . .