Juni 1992 heiratete Petrenko Nina Melnick, die Tochter seiner Trainerin Halyna Smijewska. ###>Petrenko married Zmievskaya's oldest daughter, Nina Milken, on 19 June 1992 and their daughter Victoria was born on 21 July 1997.