French midfielder Steven Nzonzi was on target just two minutes into the match at the Imam Khomeini Stadium.
Persepolis created so many chances to equalize the match but its players lacked the cutting edge.
The Iranian Super Cup is an Iranian association football trophy awarded to the winner of a match between the Persian Gulf Pro League's season champion and the winner of the Hazfi Cup.