The 28-year-old defender has penned a two-year deal with the Blues.
Aghasi had been previously linked with Persepolis.
He is Esteghlal’s second signing in the summer transfer window.
Esteghlal had completed the signing of Gol Gohar midfielder Amir Mohammad Razzaghinia.