Despite the considerable amount of research on welded joints, their behaviour is still not fully understood due to their complexity. This research aims to contribute in this area with emphasis on some inherent features of the welded joints, namely welding-induced residual stresses and distortion, weld defects, geometric imperfections and material property variations in the weld area and HAZ, in order to improve understanding on welded joints and thus ensure a safer design. FEM models of a fillet welded cruciform joint have been generated with emphasis on the modelling of mechanical property variation in base metal, weld metal and HAZ detected by hardness tests. The accuracy of the models were assessed by solving a benchmark problem and comp...