The parcel van was detached from the train immediately after the fire was noticed.
Fire tenders from the city rushed to the spot and managed to douse the flames.
Later, the train continued it onward journey, Central Railway, Nagpur division, PRO P D Patil said, adding, no one was injured in the incident.
Railways are investigating the cause of fire, sources said.
