I've never been but I assume the show is indoors, correct? The "fairgrounds" part is why I ask. I have a couple little ones that wouldn't do so well in the cold.
It is inside. In 2 buildings and usually there is a guy selling ammo cans and other surplus stuff in the parking lot.
I don't know for sure about black powder supplies. I do not look for them. Have fun at the show.