He has penned a three-year contract with the Iranian top-flight club.
The 56-year-old coach has previously coached Chonbuk Hyundai Motors from South Korea, Turkey's Antalya Spor, AEK Athens from Greece, and Saudi Arabian teams Al-Hilal and Al-Shabab.
Morais was assistant of Jose Mourinho at Inter Milan, Chelsea and Real Madrid.