According to Qatar's leading newspaper Al Sharq, the Iranian international has reached an agreement with the Tehran football team to join them for the next season.
With his current deal expiring in June, there had been suggestions that the 31-year-old defender would move to Persepolis.
Aghili started his career with Persepolis in 2000 before move to Saipa and Sepahan.
Separately, Borac Banja Luka keeper Asmir Avdukic joined Persepolis on Sunday for the rest of the season.