Experimental S-N curve was established in terms of the non-load-carrying fillet welded joints fabricated in China. 3D mix-mode fatigue crack growth simulation was developed based on four different kinds of initial crack assumptions. I type line crack assumption with 0.01mm initial value is recommended when no inspection information is available.