Mohammad Hossein Derakhshani and Saeid Ahmad Abbasi scored Iran's goals.
Team Melli has been drawn in Group B along with Paraguay and Colombia.
Vahid Shamsaei's side will meet Colombia on Friday.
Brazil is in Group A with Saudi Arabia and Japan.
The event is being held in Sorocaba, Brazil, from September 12 to 17.