Abstract: Gas flow in a magnesium reduction furnace was numerically simulated with the comprehensive CFX software, and the effect of the gas flow on heat transfer process in the magnesium reduction furnace was studied. Based on the simulation, some practical measures were put forward to enhance the heat efficiency of Pidgeon process. In the measures the improvement of flow field inside the furnace is very important.