On its Facebook page, the Blount County Sheriff`s Office said early Thursday that the evacuations could last from 24 to 48 hours.
A shelter for residents has been set up at a high school.
Tennessee Emergency Management Agency spokesman Dean Flener says there have been no reports of fatalities.
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