Steven Maclean, Wednesday's top scorer last season, did most of the damage with two of the Owls' goals at the Pirelli Stadium, both from the penalty spot.
Scott Dobie continued his comeback for Forest who also included Gino Padula and Wednesday target David Friio in their side.