Pc game crashes then i hear a tapping sound and pc restarts?

hey guys i have an annoying problem, when playing a game for a random time, 10mins -1 hours my game crashes and i hear a tapping sound come from within the pc case then pc restarts itself, could this be a dodgy hard drive, i replaced my power supply and it still persists