Principal component analysis of morphological descriptors for monitoring surface defects induced by thermal shock
Само за регистроване кориснике
2021
Аутори
Martinovic, SanjaVlahovic, Milica
Gajić-Kvaščev, Maja
Vuksanovic, Marija
Glišić, Dragomir
Volkov-Husović, Tatjana
Чланак у часопису (Објављена верзија)
Метаподаци
Приказ свих података о документуАпстракт
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.
Кључне речи:
Morphological descriptors / Principal component analysis (PCA) / Refractory castable / Surface defects / Thermal shockИзвор:
Journal of the European Ceramic Society, 2021, 41, 16, 423-429Издавач:
- Elsevier Ltd
Финансирање / пројекти:
- Министарство науке, технолошког развоја и иновација Републике Србије, институционално финансирање - 200026 (Универзитет у Београду, Институт за хемију, технологију и металургију - ИХТМ) (RS-MESTD-inst-2020-200026)
DOI: 10.1016/j.jeurceramsoc.2021.08.058
ISSN: 0955-2219
WoS: 000708844300006
Scopus: 2-s2.0-85114723643
Институција/група
Tehnološko-metalurški fakultetTY - JOUR AU - Martinovic, Sanja AU - Vlahovic, Milica AU - Gajić-Kvaščev, Maja AU - Vuksanovic, Marija AU - Glišić, Dragomir AU - Volkov-Husović, Tatjana PY - 2021 UR - http://TechnoRep.tmf.bg.ac.rs/handle/123456789/4727 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 Ltd 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 Gajić-Kvaščev, Maja and Vuksanovic, Marija 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 Ltd", 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., Gajić-Kvaščev, M., Vuksanovic, 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 Ltd., 41(16), 423-429. https://doi.org/10.1016/j.jeurceramsoc.2021.08.058
Martinovic S, Vlahovic M, Gajić-Kvaščev M, Vuksanovic M, 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, Gajić-Kvaščev, Maja, Vuksanovic, Marija, 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 . .