Application of Statistical Methods in Predicting the Properties of Glass-Ceramic Materials Obtained from Inorganic Solid Waste
Abstract
:1. Introduction
2. Experimental Procedures
2.1. The Plan for Mixtures
2.2. The Canonical Form of Polynomials for Mixtures
3. Results and Discussions
4. Summary
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Number of Components x | Regression Polynomial | ||
---|---|---|---|
2nd Degree | 3rd Degree | 4th Degree | |
Number of Coefficients b | |||
3 | 6 | 10 | 15 |
4 | 10 | 20 | 35 |
5 | 15 | 35 | 70 |
6 | 21 | 56 | 126 |
7 | 28 | 84 | 210 |
Oxide | SiO2 | Al2O3 | CaO | MgO | Fe2O3 | R2O * |
wt% | 45–60 | 8–20 | 10–25 | 3–15 | 2–10 | 4–6 |
Nr | SiO2 | Al2O3 | CaO | MgO | Fe2O3 | Alkali |
---|---|---|---|---|---|---|
1 | 46 | 21 | 23 | 2 | 2 | 5 |
2 | 44 | 13 | 21 | 8 | 9 | 4 |
3 | 59 | 9 | 10 | 13 | 2 | 5 |
4 | 46 | 10 | 22 | 14 | 2 | 5 |
5 | 60 | 19 | 11 | 3 | 4 | 4 |
6 | 45 | 21 | 23 | 2 | 3 | 5 |
7 | 58 | 14 | 19 | 2 | 3 | 4 |
8 | 45 | 23 | 18 | 3 | 6 | 4 |
9 | 46 | 19 | 10 | 10 | 7 | 5 |
10 | 43 | 21 | 18 | 3 | 10 | 4 |
11 | 44 | 8 | 21 | 4 | 4 | 6 |
12 | 46 | 9 | 19 | 3 | 4 | 7 |
13 | 45 | 9 | 19 | 4 | 4 | 6 |
11 | 43 | 8 | 21 | 4 | 3 | 6 |
12 | 44 | 9 | 19 | 4 | 4 | 6 |
13 | 45 | 8 | 19 | 4 | 4 | 7 |
14 | 54 | 8 | 16 | 3 | 3 | 6 |
15 | 46 | 9 | 17 | 3 | 4 | 7 |
16 | 49 | 8 | 18 | 3 | 3 | 7 |
17 | 48 | 8 | 18 | 3 | 4 | 7 |
18 | 48 | 8 | 18 | 3 | 4 | 7 |
19 | 48 | 8 | 19 | 3 | 4 | 7 |
20 | 47 | 8 | 18 | 3 | 4 | 7 |
14 | 50 | 8 | 18 | 3 | 4 | 7 |
15 | 46 | 9 | 20 | 4 | 4 | 7 |
16 | 47 | 9 | 20 | 4 | 4 | 7 |
21 | 47 | 9 | 20 | 4 | 4 | 7 |
22 | 47 | 8 | 19 | 4 | 4 | 7 |
23 | 48 | 8 | 19 | 3 | 4 | 7 |
24 | 46 | 8 | 19 | 3 | 4 | 7 |
25 | 51 | 8 | 18 | 3 | 4 | 7 |
26 | 51 | 8 | 18 | 3 | 4 | 6 |
27 | 48 | 8 | 20 | 3 | 4 | 6 |
28 | 45 | 8 | 19 | 4 | 4 | 6 |
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Zawada, A.; Przerada, I.; Lubas, M.; Sitarz, M.; Leśniak, M. Application of Statistical Methods in Predicting the Properties of Glass-Ceramic Materials Obtained from Inorganic Solid Waste. Materials 2021, 14, 2651. https://doi.org/10.3390/ma14102651
Zawada A, Przerada I, Lubas M, Sitarz M, Leśniak M. Application of Statistical Methods in Predicting the Properties of Glass-Ceramic Materials Obtained from Inorganic Solid Waste. Materials. 2021; 14(10):2651. https://doi.org/10.3390/ma14102651
Chicago/Turabian StyleZawada, Anna, Iwona Przerada, Małgorzata Lubas, Maciej Sitarz, and Magdalena Leśniak. 2021. "Application of Statistical Methods in Predicting the Properties of Glass-Ceramic Materials Obtained from Inorganic Solid Waste" Materials 14, no. 10: 2651. https://doi.org/10.3390/ma14102651