Anthony Floyd, 46, was arrested on charges of assault, terroristic threats, stalking and harassment.
A probe into allegations against Floyd of domestic violence began in February by Internal Affairs.
Floyd worked for narcotics investigations. He entered the Philadelphia Police Academy on March 28, 1984.