Connecting from DUS to longhauls on a regular basis I've lately resorted to taking a fast and more luggage friendly train (e.g ICE or IC) to Duesseldorf main station and a taxi from there. That way arrival will be comfy and the check-in desks only a hundred meter dash from the cab.