Principal component analysis of morphological descriptors for monitoring surface defects induced by thermal shock
Samo za registrovane korisnike
2021
Autori
Martinović, SanjaVlahović, Milica
Gajić -Kvaščev, Maja
Vuksanović, Marija M.
Glišić, Dragomir
Volkov - Husović, Tatjana
Članak u časopisu (Objavljena verzija)
Metapodaci
Prikaz svih podataka o dokumentuApstrakt
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.
Ključne reči:
Morphological descriptors / Principal component analysis (PCA) / Refractory castable / Surface defects / Thermal shockIzvor:
Journal of the European Ceramic Society, 2021, 41, 423-429Izdavač:
- Elsevier
Finansiranje / projekti:
- Ministarstvo nauke, tehnološkog razvoja i inovacija Republike Srbije, institucionalno finansiranje - 200026 (Univerzitet u Beogradu, Institut za hemiju, tehnologiju i metalurgiju - IHTM) (RS-MESTD-inst-2020-200026)
DOI: 10.1016/j.jeurceramsoc.2021.08.058
ISSN: 0955-2219; 1873-619X
WoS: 000708844300006
Scopus: 2-s2.0-85114723643
Institucija/grupa
IHTMTY - JOUR AU - Martinović, Sanja AU - Vlahović, Milica AU - Gajić -Kvaščev, Maja AU - Vuksanović, Marija M. AU - Glišić, Dragomir AU - Volkov - Husović, Tatjana PY - 2021 UR - https://cer.ihtm.bg.ac.rs/handle/123456789/4796 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. PB - Elsevier T2 - Journal of the European Ceramic Society T1 - Principal component analysis of morphological descriptors for monitoring surface defects induced by thermal shock VL - 41 SP - 423 EP - 429 DO - 10.1016/j.jeurceramsoc.2021.08.058 ER -
@article{ author = "Martinović, Sanja and Vlahović, Milica and Gajić -Kvaščev, 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.", publisher = "Elsevier", journal = "Journal of the European Ceramic Society", title = "Principal component analysis of morphological descriptors for monitoring surface defects induced by thermal shock", volume = "41", pages = "423-429", doi = "10.1016/j.jeurceramsoc.2021.08.058" }
Martinović, S., Vlahović, M., Gajić -Kvaščev, 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 Elsevier., 41, 423-429. https://doi.org/10.1016/j.jeurceramsoc.2021.08.058
Martinović S, Vlahović M, Gajić -Kvaščev 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;41:423-429. doi:10.1016/j.jeurceramsoc.2021.08.058 .
Martinović, Sanja, Vlahović, Milica, Gajić -Kvaščev, 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 (2021):423-429, https://doi.org/10.1016/j.jeurceramsoc.2021.08.058 . .