Chief Minister Yogi Adityanath condoled the deaths and asked the local administration to ensure all possible help to the deceased's family members.
The fire broke out between 12.50 pm to 1 pm and severely damaged the power car in the rear of the train, but did not spread to any other coach.
Khandani Rajdhani is hosting Aamlicious, the Mango Food Festival till May 31. From Mango Pulao to Mango jalebi and gallons of aamras, they have it all
Officials from Bhubaneswar coach maintenance depot rushed to the spot and attached the coaches with the engine.
Shortly after leaving Bhubaneswar station at around 9.30 am, the train suddenly came to a halt on the bridge triggering panic among the passengers.
Passengers travelling by Rajdhani appreciated its 50 years of comfortable services and in future they hope to further improvement in the functioning of railways.
This model - the push and pull mode - has been successfully tried on a commercial run of the Delhi-Mumbai Rajdhani, on February 13, which resulted in its journey time being reduced by (106 minutes).
The train will depart from CSMT on Wednesdays and Saturdays at 2.50 p.m and arrive Hazrat Nizamuddin at 10.20 a.m the next day.
This terminal will ensure absolute transparency as TTEs on board trains can upload the position of berths available after allotment.
Following the incident, two coaches of the Delhi-bound train derailed during the wee hours of the morning.
The locations, some of the busiest in the city, include Karol Bagh, Nirman Vihar, Scope Minar, Ganesh Chowk, Durgapuri Chowk and Kirti Nagar.
The earnings are expected to reach Rs 500 crore in one year.