Grainger reached ten bookings for the season with his second half booking in Friday's victory at Carrow Road.
The Blues left-back will now miss the games against Grimsby Town and Crystal Palace through suspension.
Manager Steve Bruce last week bought Tom Williams from Peterborough and he will be the obvious choice to replace Grainger at left-back for these two games.