Numerical simulations of Enhanced Geothermal Systems (EGS) currently primarily depend on the Darcy model, neglecting pre-Darcy flow in the matrix rock and the impact of temperature on pre-Darcy flow. This paper introduces a dynamic pre-Darcy model that accounts for the influence of temperature, deriving from the capillary flow model and boundary layer theory. This model is able to consider how temperature variations affect both the thickness of the boundary layer and the yield stress of the fluid. The reliability of the dynamic pre-Darcy model is validated through experimental data, and comparison with both static pre-Darcy and Darcy models demonstrates its superior ability to accurately capture the influence of temperature on pre-Darcy flow. Subsequently, a thermal-hydraulic simulation methodology incorporating the dynamic pre-Darcy model is developed to characterize mass and heat transfer between the matrix and fracture based on the framework of the embedded discrete fracture model (EDFM), which is further validated with analytical and numerical solutions. In the simulation of single-fracture case, we explore the impact of the dynamic pre-Darcy flow on mass and heat transfer between the matrix and fracture. Field-scale numerical simulations for EGS further demonstrate that the Darcy model tends to overestimate both production temperature and total extracted energy. In contrast, the static pre-Darcy model generally underestimates these metrics. The dynamic pre-Darcy model, however, provides more accurate and reasonable predictions.
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