Factory Spring is a spring located in Roane County, Tennessee. It appears on the Rockwood USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 811.47 feet (247.34 m) above sea level. The nearest populated place is Harbin, approximately 0.5 miles to the NNE.