The paper addresses the results of a numerical – based on experimental data – study of air distribution in the manifold responsible for air supply into a combustion chamber of a biomass boiler. An analysis of the possibilities of optimizing the air distribution system using a ommercial CFD program by changing the diameter of the feeding ducts was performed and described.