The Great Western Furnace was built in 1854 to smelt iron ore. It was only in operation for about a year when it closed due to a lack of iron ore and an insurrection by slaves who worked the furnace.
See: http://www.explorekentuckylake.com/explorations/greatwesternfurnace.htm