Powder Springs is an unincorporated community in Grainger County, Tennessee, United States. The earliest documentation of the area comes from a post office named Powder Springs Gap Powder Springs is the location of Carmeuse Luttrell Operation, and the site of several creeks and ponds. Average temperature range from 85° F in summer to 48° F in winter

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