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Multiscale Prediction of Heat and Mass Transport Properties in Cement-Based Materials Based on Hydration
Fali Huang1,2, Zhenhao Wang3,4, Chenyun Yu5
1State Key Laboratory of High-Speed Railway Track System, Beijing 100081, China.
This study introduces a multiscale model coupling Dynamic Time Warping (DTW) with CEMHYD3D hydration and Mori-Tanaka theory. It accurately predicts heat and mass transport properties in cement, aiding durability analysis.
Area of Science:
- Materials Science
- Civil Engineering
- Chemical Engineering
Background:
- Cement-based materials exhibit complex hydration processes affecting their macroscopic properties.
- Accurate prediction of heat and mass transport is crucial for material durability and performance.
Purpose of the Study:
- To develop a multiscale prediction method linking hydration microstructure evolution to macroscopic transport properties.
- To establish a quantitative relationship between hydration kinetics and effective transport coefficients.
Main Methods:
- Coupling the Dynamic Time Warping (DTW)-CEMHYD3D hydration kinetics model with Mori-Tanaka homogenization theory.
- Treating cement-based materials as multiphase composites for unified calculation of effective properties.
- Utilizing DTW to calibrate hydration cycle numbers with real hydration time.
Main Results:
- The DTW-CEMHYD3D model significantly improves early-age hydration heat prediction accuracy.
- High coefficients of determination (0.9812 for thermal conductivity, 0.987 for diffusion) were achieved.
- Higher water-to-binder ratios increase the relative diffusion coefficient nonlinearly with age.
Conclusions:
- The proposed multiscale method provides accurate predictions for cement-based material properties.
- It offers a valuable tool for durability analysis and parameter determination in multiphysics models.
- Understanding the influence of mix design (water-to-binder ratio, fly ash) on transport properties is enhanced.
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