Some fridges have a fan to circulate the air when the door's closed - it stops rotating when you open the door - on my Miele fridge there's a switch to disable it.
The noise might be from the compressor & circulating pump.
Use a wooden spoon as if it were a stethoscope to track down the source of your noise.
Good Luck..., June 2016