Visit the Cumberland Furnace Historic District. Cumberland Furnace is situated in Dickson County, Tennessee, and was named after an iron furnace was established in the area in 1793. Cumberland Furnace was the first iron ore villages in middle Tennessee and had the proud distinction of manufacturing cannonballs for the War of 1812.