He was received at the airport by Chief Minister Jayalalithaa, her cabinet colleagues and senior state officials. Lok Sabha Deputy Speaker M Thambidurai was also present.
Rao is slated to be sworn-in as the acting Governor of Tamil Nadu this evening at the Raj Bhavan, officials said.
He has been given the additional charge as the tenure of K Rosaiah ended on August 30.