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Article type: Research Article
Authors: da Silva, Wilson Ricardo Leal | Šmilauer, Vít
Affiliations: Czech Technical University in Prague, Faculty of Civil Engineering, Department of Mechanics, Thákurova 7, 166 29 Prague 6, Czech Republic
Note: [] Corresponding author. Wilson Ricardo Leal da Silva, Czech Technical University in Prague, Faculty of Civil Engineering, Dept. of Mechanics, Thákurova 7, 166 29 Prague 6, Czech Republic. Tel.: +420 224 354 629; Fax: +420 224 310 775; E-mail: [email protected]
Abstract: Time-dependent hydration process of Portland cement presents a complex system with several uncertainties. A presented four-parametric affinity hydration model captures well the hydration kinetics when three parameters are treated as fuzzy numbers. The equations for the fuzzy affinity hydration model are derived using Zadeh's extension principle, which allows for simplifying calculations to obtain a fuzzy solution. The fuzzy model validates Portland cements with different mineral compositions, water-cement ratii raging from 0.16 to 0.50, and curing temperatures varying from 10 to 30°C. Also, the fuzzy model is verified against CEMHYD3D and s-shape hydration model. In summary, validation and verification results show that the fuzzy model permits to predict vague conditions without lacking the credibility of results.
Keywords: Affinity hydration model, cement hydration, extension principle, fuzzy numbers, modeling
DOI: 10.3233/IFS-141282
Journal: Journal of Intelligent & Fuzzy Systems, vol. 28, no. 1, pp. 127-139, 2015
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