The tie will kick-off at Carrow Road at 7.45pm. The Iron reached the second round of the competition on Tuesday night after a dramatic tie at Derby County.
A 7-6 penalty shootout win followed a match that finished 5-5 after extra-time.
The Canaries enter the competition at the second round stage due to their status as a Premier League club.