Police and fire crews were called out around 6:30 Saturday morning to the 6600 block of Bustleton Avenue.
Smoke was reported coming from a manhole. Officials later discovered that an underground transformer caught fire.
PECO officials say approximately 1,000 people are without power.
Power crews remain on the scene.