Witnesses reported seeing three men set fire to the station before fleeing in a car.
The men are reported to have broken a window and poured flammable liquid into the station before setting it alight.
The entire station has incurred smoke damage and one room has been completely burnt out.
Police have received the name of one of the men suspected of involvement.
As yet, no arrests have been made in connection with the incident.