Peters will start the first half of Wednesday's doubleheader against the Tigers, though he'll likely be merely an opener, Alex Stumpf of DKPittsburghSports.com reports.
Bryse Wilson was scheduled to start Tuesday before the game got postponed, so he's expected to follow Peters on Wednesday. Peters has yet to give up a run in 13.1 innings so far this season.