We describe here a three dimensional (3D) numerical study of the convective thermal transfer during forced-air drying of brown rice grains with the inclusion of moisture evaporation. Three levels of temperature were tested across a range from 40 to 60 o C. The objective of the study was to determine the temperature distributions in the drying chamber and as well as the surface and intra-kernel temperature gradients during convective drying of rice grains. The numerical model was based on the Navier-Stokes equation for the fluid flow and the Fourier's equation for heat transfer. Results of the numerical solution showed that temperature distribution in the air and brown rice grains during the early minutes of drying were significantly influenced by the direction of flow of the heated air. Air gaps between grains and at the periphery of the drying chamber affected the rate and direction of airflow. The temperature history of the rice grains showed variations at different levels within the layer of grains. Moreover, the stream of heated air showed regions with airflows eight times than the inlet air velocity. Downloaded by [FU Berlin] at 04:09 15 May 2015 2 KEYWORDS: 3D finite element model, convective heat transfer, rice grain drying, evaporation, thermal diffusion, numerical simulation Notation: BDF Backward Differentiation Formula CFD Computational Fluid Dynamics Cp a specific heat capacity at constant pressure of air, J/kg-K Cp specific heat capacity at constant pressure of brown rice, J/kg-K GMRES Generalized Minimal Residual method k a thermal conductivity of air, W/m-K k o thermal conductivity of brown rice, W/m-K k 1 drying rate constant of brown rice, s -1 l 3x3 identity matrix M moisture content, % d.b. MR moisture ratio, dimensionless M o initial moisture content, % d.b. M i instantaneous moisture content, % d.b. M e equilibrium moisture content, % d.b. P pressure, Pa Q st latent heat of vaporization, J/g Q heat lost from evaporation, W/m 3 Re Reynolds number, dimensionless t time, s Downloaded by [FU Berlin] at 04:09 15 May 2015 3 T temperature, K T o initial/ambient temperature of air, K T ∞ maximum drying temperature of air, K u velocity vector, m/s V t total volume of grains, m 3 W d weight of dry solids, kg x,y,z Cartesian coordinates, mm ∞ infinity, supremum of the temperature ρ a density of air , kg/m 3 ρ density of brown rice, kg/m 3 μ a dynamic viscosity of air, Pa-s