ANSYS FLUENT 14.5 sofware was used to conduct Computational Fluid Dynamics (CFD) simulations for non-premixed combustion fed with Methane and Hydrogen fuel respectively. Three methane gas turbine combustors with different amount of dilution hole were designed to run sets of simulations. This project is divided to three parts.