Petrolini is an Italian surname. Notable people with this surname include:

Ettore Petrolini (1884–1936), Italian stage and film actor, playwright, screenwriter and novelist Vincenzo Petrolini (died 1606), Roman Catholic Bishop of Muro Lucano

See also Petris (disambiguation)