In this study, our objective is to develop a mathematical model for ALD of alumina process, bridging detailed surface reaction kinetics on the substrate surface with the macro-scale transport processes in the ALD reactor. Meanwhile, an ALD experiment of TMA +H2O cycling operation is carried out as the physical base for the modeling work. The mathematic model is firstly validated by the numerical data, and then further utilized to investigate various ALD operating conditions.