Team Logo. The Burlington Astros were a team in the Midwest League. They were the Low-A affiliate of the Houston Astros. In 1993 they changed their name to the Burlington Bees. Retrieved from "https://prosportsteams.fandom.com/wiki/Burlington_Astros?oldid=10056" Categories: Former MWL Teams Teams in Iowa Add category Cancel Save Community content is available under CC-BY-SA unless otherwise noted.