The incident occurred about 11.45pm.
Grampian Fire and Rescue attended and quickly brought the fire under control. No persons were injured.
Anyone with information regarding this incident is asked to contact Grampian Police on 0845 600 5 700 or Crimestoppers on 0800 555 111 if you wish to remain anonymous.