Tenn. Code Ann. § 67-3-402: Consumer imports exemption

There shall be exempt from the taxes and fees imposed in part 2 of this chapter, taxable motor fuel acquired by an end user out of state, carried into this state in a vehicle fuel supply tank, and consumed from the same tank in which it was imported.