Mine did the same and would not stay in place. I used a small dot of super glue. I do not run smoke in it but if I do the whole stack pops right off so it can be filled. It's a good thing because the stack does not line up with the smoke unit. I would have to go in at an angle to get fluid in the unit.
Brad