The oxygen diffusion coefficient is a key factor in predicting the service life of reinforced concrete structures. However, cross-scale time-varying predictive modelling of oxygen diffusion in unsaturated concrete has not been carried out. In this study, firstly, the concrete pore structure is simplified as the Menger sponge model, and the effects of pore parameters, hydration degree and fractal dimension on the five oxygen diffusion mechanisms in unsaturated concrete are considered; Secondly, the pore parameters, degree of hydration and fractal dimension are analyzed with respect to time, taking into account the time-varying pore microstructure of concrete; Lastly, a cross-scale time-varying prediction model for oxygen diffusion in concrete under unsaturated state is established that includes the time-varying parameters and takes into account the five diffusion mechanisms; Finally, a cross-scale time-varying prediction model of oxygen diffusion in concrete under unsaturated condition is established with time-varying parameters and considering five diffusion mechanisms. The results show that the oxygen diffusion coefficient decreases with the increase of hydration degree, water saturation, and fractal dimension. This study will provide a theoretical basis for predicting the life of reinforced concrete in the marine environment.
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