TY  - 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 . .

TY  - GEN
AU  - Volkov Husović, Tatjana
AU  - Vuksanović, Marija M.
AU  - Gajić Kvaščev, Maja
AU  - Tomić, Nataša
AU  - Jančić-Heinemann, Radmila
AU  - Andrić, Velibor
AU  - Martinović, Sanja
AU  - Vlahović, Milica
PY  - 2020
UR  - https://cer.ihtm.bg.ac.rs/handle/123456789/3852
AB  - Ovim istraživanjem ustanovljena je nova metoda karakterizacije površinskih oštećenja vatrostalnih keramičkih materijala primenom alata analize slike i prepoznavanja oblika. Eksperimentalni rezultati omogućili su da se razviju pouzdane metode za procenu prelaska jedne faze u drugu keramičkih materijala koji su izloženi dejstvu kavitacije. Pored toga nova metoda omogućava da se standardni postupak procene prelaza jedne faze u drugu na osnovu izgleda oštećenja izvrši na ponovljiv način, bez uticaja operatera. Šta više, predložena metoda je nedestruktivna i primenjiva u uslovima kada je vizuelna inspekcija jedini dostupan način.
PB  - Univerzitet u Beogradu, Tehnološko-metalurški fakultet
T1  - Nova metoda za sintezu keramičkih materijala i nedestruktivnu karakterizaciju površinskih oštećenja usled izlaganja kavitaciji
UR  - https://hdl.handle.net/21.15107/rcub_cer_3852
ER  - 

@misc{
author = "Volkov Husović, Tatjana and Vuksanović, Marija M. and Gajić Kvaščev, Maja and Tomić, Nataša and Jančić-Heinemann, Radmila and Andrić, Velibor and Martinović, Sanja and Vlahović, Milica",
year = "2020",
abstract = "Ovim istraživanjem ustanovljena je nova metoda karakterizacije površinskih oštećenja vatrostalnih keramičkih materijala primenom alata analize slike i prepoznavanja oblika. Eksperimentalni rezultati omogućili su da se razviju pouzdane metode za procenu prelaska jedne faze u drugu keramičkih materijala koji su izloženi dejstvu kavitacije. Pored toga nova metoda omogućava da se standardni postupak procene prelaza jedne faze u drugu na osnovu izgleda oštećenja izvrši na ponovljiv način, bez uticaja operatera. Šta više, predložena metoda je nedestruktivna i primenjiva u uslovima kada je vizuelna inspekcija jedini dostupan način.",
publisher = "Univerzitet u Beogradu, Tehnološko-metalurški fakultet",
title = "Nova metoda za sintezu keramičkih materijala i nedestruktivnu karakterizaciju površinskih oštećenja usled izlaganja kavitaciji",
url = "https://hdl.handle.net/21.15107/rcub_cer_3852"
}

Volkov Husović, T., Vuksanović, M. M., Gajić Kvaščev, M., Tomić, N., Jančić-Heinemann, R., Andrić, V., Martinović, S.,& Vlahović, M.. (2020). Nova metoda za sintezu keramičkih materijala i nedestruktivnu karakterizaciju površinskih oštećenja usled izlaganja kavitaciji. 
Univerzitet u Beogradu, Tehnološko-metalurški fakultet..
https://hdl.handle.net/21.15107/rcub_cer_3852

Volkov Husović T, Vuksanović MM, Gajić Kvaščev M, Tomić N, Jančić-Heinemann R, Andrić V, Martinović S, Vlahović M. Nova metoda za sintezu keramičkih materijala i nedestruktivnu karakterizaciju površinskih oštećenja usled izlaganja kavitaciji. 2020;.
https://hdl.handle.net/21.15107/rcub_cer_3852 .

Volkov Husović, Tatjana, Vuksanović, Marija M., Gajić Kvaščev, Maja, Tomić, Nataša, Jančić-Heinemann, Radmila, Andrić, Velibor, Martinović, Sanja, Vlahović, Milica, "Nova metoda za sintezu keramičkih materijala i nedestruktivnu karakterizaciju površinskih oštećenja usled izlaganja kavitaciji" (2020),
https://hdl.handle.net/21.15107/rcub_cer_3852 .

TY  - CONF
AU  - Gajić-Kvaščev, Maja
AU  - Svoboda, Vesna
AU  - Jančić-Heinemann, Radmila
AU  - Dimitrijević, Marija
AU  - Milovanović, Dragan
AU  - Polić-Radovanović, Suzana R.
PY  - 2012
UR  - https://cer.ihtm.bg.ac.rs/handle/123456789/6224
AB  - In this study the eight bowls having different shap es, sizes and grades from the Vinča II period were chosen for the examination of ceramic body morphology. The morphology of ceramic pads, prepared in the laboratory using clays that were sampled nearby the excavation site, were also considered. The optical microscopy images of the pottery ceramic body and test pads were analyzed using the ImagePro plus 4 software package. Multivariate statistical analysis was employed to classify pottery sherds and clays according to their morphology. The obtained results show that morphological characteristics of the minerals can be considered as viable in recognition of the clay source.
PB  - Torino: Marco Valerio Editore
C3  - The Book of the Abstracts - Mediterraneum Meeting Use of Multivariate Analysis and Chemometrics in Cultural Heritage and Environment 4th ed. CMA4CH 2012, 27-30 May 2012Rome, Italy
T1  - Classification of Neolithic Ceramics and Clays According to Their Morphological Characteristics
VL  - 4
UR  - https://hdl.handle.net/21.15107/rcub_cer_6224
ER  - 

@conference{
author = "Gajić-Kvaščev, Maja and Svoboda, Vesna and Jančić-Heinemann, Radmila and Dimitrijević, Marija and Milovanović, Dragan and Polić-Radovanović, Suzana R.",
year = "2012",
abstract = "In this study the eight bowls having different shap es, sizes and grades from the Vinča II period were chosen for the examination of ceramic body morphology. The morphology of ceramic pads, prepared in the laboratory using clays that were sampled nearby the excavation site, were also considered. The optical microscopy images of the pottery ceramic body and test pads were analyzed using the ImagePro plus 4 software package. Multivariate statistical analysis was employed to classify pottery sherds and clays according to their morphology. The obtained results show that morphological characteristics of the minerals can be considered as viable in recognition of the clay source.",
publisher = "Torino: Marco Valerio Editore",
journal = "The Book of the Abstracts - Mediterraneum Meeting Use of Multivariate Analysis and Chemometrics in Cultural Heritage and Environment 4th ed. CMA4CH 2012, 27-30 May 2012Rome, Italy",
title = "Classification of Neolithic Ceramics and Clays According to Their Morphological Characteristics",
volume = "4",
url = "https://hdl.handle.net/21.15107/rcub_cer_6224"
}

Gajić-Kvaščev, M., Svoboda, V., Jančić-Heinemann, R., Dimitrijević, M., Milovanović, D.,& Polić-Radovanović, S. R.. (2012). Classification of Neolithic Ceramics and Clays According to Their Morphological Characteristics. in The Book of the Abstracts - Mediterraneum Meeting Use of Multivariate Analysis and Chemometrics in Cultural Heritage and Environment 4th ed. CMA4CH 2012, 27-30 May 2012Rome, Italy
Torino: Marco Valerio Editore., 4.
https://hdl.handle.net/21.15107/rcub_cer_6224

Gajić-Kvaščev M, Svoboda V, Jančić-Heinemann R, Dimitrijević M, Milovanović D, Polić-Radovanović SR. Classification of Neolithic Ceramics and Clays According to Their Morphological Characteristics. in The Book of the Abstracts - Mediterraneum Meeting Use of Multivariate Analysis and Chemometrics in Cultural Heritage and Environment 4th ed. CMA4CH 2012, 27-30 May 2012Rome, Italy. 2012;4.
https://hdl.handle.net/21.15107/rcub_cer_6224 .

Gajić-Kvaščev, Maja, Svoboda, Vesna, Jančić-Heinemann, Radmila, Dimitrijević, Marija, Milovanović, Dragan, Polić-Radovanović, Suzana R., "Classification of Neolithic Ceramics and Clays According to Their Morphological Characteristics" in The Book of the Abstracts - Mediterraneum Meeting Use of Multivariate Analysis and Chemometrics in Cultural Heritage and Environment 4th ed. CMA4CH 2012, 27-30 May 2012Rome, Italy, 4 (2012),
https://hdl.handle.net/21.15107/rcub_cer_6224 .