There was one Dwemer Airship in Stros M'kai at the time of Lord Richton's Imperial occupation, but it was punctured during the confrontation between Richton and Cyrus at the end of Redguard. Of course, I don't remember any indication they had more than one.

There's also that bloodmoon quest where a mage built an airship out of a boat and dwemer technology, which crashed.