Firefighters said they were unable to make access to the fire for nearly an hour due to the tracks being charged with electricity.
Metro workers inspected the tracks and found there was no danger for trains during the morning commute.
No one was injured, and the charred truck was removed from the tracks by 4 a.m.
City News Service contributed to this story.