The incident took place around 6.30 PM at Bay No 29 when food items were being loaded onto the flight which came from Maldives, airport sources said.
Fire fighters reached the spot in three fire tenders after the ground staff alerted them about the fire in the catering vehicle, which was suspected to have been caused by petrol leak, they said.
The Airport Director has ordered an inquiry into the incident, they said.