Five wagons of the goods train derailed while passing through Narela station late Thursday night, Railway officials told PTI.
No one was injured in the incident that took place at 2315
hours.
The derailment has affected the rail traffic on the route with authorities cancelling over a dozen suburban trains.
The traffic will resume by Friday evening, they said.