This document reviews finite element analysis that has been used to study residual stresses from shield metal arc welding of ferritic stainless steel. It discusses how finite element analysis using software like ANSYS can be used to model the thermal conditions during welding and predict stresses and temperatures. It also describes how x-ray diffraction is commonly used to experimentally measure residual stresses. The document reviews several past studies that used finite element analysis to simulate residual stresses from welding of carbon steel and stainless steel. It discusses how factors like heat input during welding and material properties can affect the results of finite element modeling of welding.