The Plus makes a very simple "bong" when it starts up, exactly the same as the original Macintosh. There won't be any other noises as the Plus doesn't have a fan or a hard drive.
When you say the screen is blank, is it grey or black? If it is black there may be some kind of video issue, first thing to try is adjusting the brightness knob on the front of the machine.