The police have asked residents in the area to stay away from the site and have also in a controlled explosion detonated a hand grenade that was found near the explosion site in the Bislett area near central Oslo.
A person, who according to Norwegian media is a minor, has been arrested.
No personal injuries have been reported.
The operation is still ongoing late on Tuesday evening.