It sounds like the inrush current at initial turn on is blowing the fuse. You might want to check the type of fuse that's being used. For high inrush current, a slow blow fuse works well but you should check with EAD for proper fuse rating and type.
Slow blow has a thicker element than fast blow type.
Slow blow has a thicker element than fast blow type.