As it was being pushed back ahead of flight DI7017, it collided with a fence, damaging a cone which contains the auxiliary power unit at its rear.
Passengers disembarked without incident and boarded a replacement aircraft.
The damaged plane was taken out of service.
A Norwegian spokesman said: "We would like to apologise to our customers for the inconvenience."
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