The Tamil Nadu government will set up an international airport on 2,000 acres of land in Hosur with a capacity to handle 30 million passengers a year and to cater the increasing industrial needs in Krishnagiri and Dharmapuri districts, Chief Minister M K Stalin informed the Assembly on Thursday.