After the fire was reported over an outbound train, a Metra spokesperson said the train was stopped near Balbo Drive on the Near South Side.
According to Metra, 150 people on board were able to safely evacuate.
No one was hurt in the incident, Metra said.
Metra Electric trains have since resumed service, but commuters should expect delays.