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In this paper, a conceptual welding procedure using two different welding processes, for filling the joint and strain relaxation of the weld, respectively, is investigated by an integrated experimental and modeling approach. The joint type studied is a double-fillet welded Tee-joint. The low-heat welding process is used for the filling passes and a process that results in a narrow, but deep-penetration weld is subsequently used for strain relaxation. The research methodology takes a two-step approach. The first step is to characterize the strain relaxation due to spring back effect after cutting the weld along its centerline. Heat diffusion into the base metal or in-situ heat removal from the base metal is controlled to minimize base metal softening. This quantifies the amount of strain relaxation from weld without remelting and establishes a baseline for the tandem procedure design. The tandem welding procedure is simulated using the FE modeling technique. Two moving heat source models, spread and focused, are placed at a distance apart along the weld centerline. The optimum process parameters and procedure factors are determined and used in the experimental verification of the tandem procedure.