A quick clean of your fridge should not take a long time if you have been keeping up with your deep cleaning. Check your owner's manual to see suggested cleaning instructions. If the refrigerator shelves are removable, you may not need to turn off the fridge. However, if they are not, to save the energy bill from racking up for keeping the fridge door open, turning it off will be the best thing to do.