Amirmasoud Sarabadani and Amin Qaseminejad were on target for the Iranian team.
The match was held in Dubai, where Foolad holds a training camp.
Foolad, headed by Yahya Golmohammadi, is a favorite to win Iran football league for the third time.
The Ahvaz-based team sits fourth in the table, four points adrift of leader Tractor.
Foolad is scheduled to play one more friendly match in its training camp.