The effects of chemical composition and firing temperature in heavy clay brick production - Chemometric approach
Abstract
Factors influencing final clay brick properties are numerous, since the raw materials are highly heterogeneous. The chemometric approach is rarely used in analysis in this field, although it could significantly improve understanding of the overall system behavior and the quality of products. Principal component analysis (PCA) was used on a group of 139 samples collected in Serbia to discriminate groups of samples according to similarity of chemical composition and fired laboratory products properties. The focus of this study was to determine the importance of parameters that describe clay brick production and quality, depending on final usage of raw material in the clay brick industry. A fuzzy synthetic evaluation, using a membership trapezoidal function with defined optimal interval values for different types of heavy clay products, is chosen for the study. The optimal sample's chemical composition and firing temperature were chosen by the fuzzy synthetic evaluation, regarding the kin...d of the heavy clay product.
Keywords:
Principal component analysis (PCA) / Heavy clay / Chemometry / BrickSource:
InterCeram: International Ceramic Review, 2014, 63, 1-2, 26-29Publisher:
- Expert Fachmedien GmbH
Funding / projects:
- Osmotic dehydration of food - energy and ecological aspects of sustainable production (RS-31055)
- Development and application of multifunctional materials using domestic raw materials in upgraded processing lines (RS-45008)
Institution/Community
Tehnološko-metalurški fakultetTY - JOUR AU - Arsenović, Milica AU - Stanković, Slavka AU - Radojević, Zagorka AU - Pezo, Lato PY - 2014 UR - http://TechnoRep.tmf.bg.ac.rs/handle/123456789/5800 AB - Factors influencing final clay brick properties are numerous, since the raw materials are highly heterogeneous. The chemometric approach is rarely used in analysis in this field, although it could significantly improve understanding of the overall system behavior and the quality of products. Principal component analysis (PCA) was used on a group of 139 samples collected in Serbia to discriminate groups of samples according to similarity of chemical composition and fired laboratory products properties. The focus of this study was to determine the importance of parameters that describe clay brick production and quality, depending on final usage of raw material in the clay brick industry. A fuzzy synthetic evaluation, using a membership trapezoidal function with defined optimal interval values for different types of heavy clay products, is chosen for the study. The optimal sample's chemical composition and firing temperature were chosen by the fuzzy synthetic evaluation, regarding the kind of the heavy clay product. PB - Expert Fachmedien GmbH T2 - InterCeram: International Ceramic Review T1 - The effects of chemical composition and firing temperature in heavy clay brick production - Chemometric approach EP - 29 IS - 1-2 SP - 26 VL - 63 DO - 10.1007/bf03401031 ER -
@article{ author = "Arsenović, Milica and Stanković, Slavka and Radojević, Zagorka and Pezo, Lato", year = "2014", abstract = "Factors influencing final clay brick properties are numerous, since the raw materials are highly heterogeneous. The chemometric approach is rarely used in analysis in this field, although it could significantly improve understanding of the overall system behavior and the quality of products. Principal component analysis (PCA) was used on a group of 139 samples collected in Serbia to discriminate groups of samples according to similarity of chemical composition and fired laboratory products properties. The focus of this study was to determine the importance of parameters that describe clay brick production and quality, depending on final usage of raw material in the clay brick industry. A fuzzy synthetic evaluation, using a membership trapezoidal function with defined optimal interval values for different types of heavy clay products, is chosen for the study. The optimal sample's chemical composition and firing temperature were chosen by the fuzzy synthetic evaluation, regarding the kind of the heavy clay product.", publisher = "Expert Fachmedien GmbH", journal = "InterCeram: International Ceramic Review", title = "The effects of chemical composition and firing temperature in heavy clay brick production - Chemometric approach", pages = "29-26", number = "1-2", volume = "63", doi = "10.1007/bf03401031" }
Arsenović, M., Stanković, S., Radojević, Z.,& Pezo, L.. (2014). The effects of chemical composition and firing temperature in heavy clay brick production - Chemometric approach. in InterCeram: International Ceramic Review Expert Fachmedien GmbH., 63(1-2), 26-29. https://doi.org/10.1007/bf03401031
Arsenović M, Stanković S, Radojević Z, Pezo L. The effects of chemical composition and firing temperature in heavy clay brick production - Chemometric approach. in InterCeram: International Ceramic Review. 2014;63(1-2):26-29. doi:10.1007/bf03401031 .
Arsenović, Milica, Stanković, Slavka, Radojević, Zagorka, Pezo, Lato, "The effects of chemical composition and firing temperature in heavy clay brick production - Chemometric approach" in InterCeram: International Ceramic Review, 63, no. 1-2 (2014):26-29, https://doi.org/10.1007/bf03401031 . .