Amy,
I haven't had that problem with my smokette and I have used it for 22 hr. smokes. Although low amounts of meat load and usually hot dry temps
How much meat are you cooking and at what temps when you see this problem? Do you live in a very humid area? Are you poking a hole in the aluminum foil in the bottom so air flows through the smoker?