Officers and paramedics were called to the area at 10.30 pm yesterday following reports of puncture wounds.
The 14-year-old boy was taken to hospital for treatment, where his injuries are not deemed life-changing or life-threatening.
Detectives are calling for anyone with information to contact the British Transport Police quoting reference 774.