Transport and large suitcases

Hi all, I'm arriving in Cologne soon and I need to get to Bonn from there. It's an international move so I unfortunately have a lot of luggage - 2 large suitcases, 1 small roller bag, and 1 backpack. Do you know which modes of public transport let you take this much stuff with you?