This document describes a finite element analysis of a rolling process. It provides background on rolling and finite element analysis. It then details the initial basic simulation model created with a 2D deformable plate and analytical rigid roller. Next, it describes a sheet simulation model provided by industry with specific geometry and material properties. The sheet model is used to analyze von mises stress, pressure, and equivalent plastic strain distributions. Finally, it examines the variation of residual stresses with changes to coefficient of friction, plate feed velocity, and roller velocity to determine optimal parameters that minimize residual stress. Future work is needed to address excessive deformation observed in the shell model.