It MIGHT be the monitor, but it could also be the fan in the rear. Try allowing the display to sleep in 1 minute, but leave the computer running, and see if the noise happens with the monitor off.
If it does, try changing the refresh rate, that might help. Other than that, there isn't really too much you can do about it.