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Updated: Dec 21, 2025

Dynamic Electrochemical Measurement of Chloride Ions
Published on: February 5, 2016
Multi-term time fractional diffusion equations and novel parameter estimation techniques for chloride ions
Ruige Chen1, Xiaoli Wei2, Fawang Liu3,4
1School of Science, China University of Geosciences, Beijing 100083, People's Republic of China.
A new multi-term time-fractional diffusion model accurately predicts chloride ion penetration in reinforced concrete. This advanced model, using fractional orders and variable diffusion coefficients, aligns better with real-world data and theoretical expectations.
Area of Science:
- Materials Science
- Civil Engineering
- Applied Mathematics
Background:
- Chloride ion penetration in reinforced concrete structures is a critical factor in material degradation.
- Existing diffusion models may not fully capture the complex time-dependent behavior of chloride ingress.
Purpose of the Study:
- To propose and validate a multi-term time-fractional derivative diffusion model for chloride ion penetration.
- To accurately estimate fractional orders and diffusion coefficients in reinforced concrete.
- To compare model performance against real data and established methods.
Main Methods:
- Development of a multi-term time-fractional diffusion model.
- Application of the modified grid approximation method (MGAM) for parameter estimation.
- Numerical simulations using fixed and variable diffusion coefficients.
- Validation with two numerical examples using real data.
Main Results:
- The proposed multi-term fractional order model shows improved agreement with real data compared to other models.
- A variable diffusion coefficient, decreasing with depth, provides a more realistic simulation of chloride ion sub-diffusion.
- Estimated diffusion coefficients align with theoretical predictions, decreasing with diffusion depth.
- The model demonstrates capability in predicting time-dependent chloride profiles.
Conclusions:
- The multi-term time-fractional diffusion model offers a superior approach for modeling chloride ion penetration in reinforced concrete.
- Variable diffusion coefficients that decrease with depth are more physically representative.
- The model provides a valuable tool for predicting material degradation and ensuring structural integrity.
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