A 3D axisymmetric FEA model was built by the commercial finite element code Abaqus to simulate the deformation of the barrel rifling during the radial forging process and the metal flow during the rifling forming process was analyzed. Additionally, the influence of the mandrel and the percentage of reduction were investigated in order to optimize the process parameters.