This paper presents the 3D finite element simulation of multipass welding of a 316L stainless steel pipe. The whole process includes 13 weld passes and the simulation has been achieved using adaptive mesh refinements and a procedure to transport the results between the different meshes. The thermo-mechanical model used as well as the simulation methodology are detailed. Computed distortions and residual stresses are compared with experimental measurements after five passes.