Manager Brian Little is hoping to upset Darren Ferguson's team.
"I know they've beaten us this season quite emphatically and we have a little bit of ground to make up," he said.
"We'll try and prove a few people wrong because some will think 'home win'.
"The most important thing is to try and put in a decent performance away from home and hopefully on top of that get a decent result as well," Little continued.
"But we know we're into a tough spell and have some very difficult games.
"I still think we've got a long way to go. There's a lot of things that might go right and there's a lot of things that might go wrong.
"There's lots of things that can happen, our mentality has to stay strong.
"If we can put a couple of great results together, that will be massive for us, so we're not taking anything for granted despite a couple of really good home wins and performances.
"We can only enhance our reputation if we continue to do well. Because we've had two great results, it doesn't mean we're something else now."