How much water should a dehumidifier produce in a 24 hour period?

It depends on how much water is in the air to start with and how big the dehumidifier is. Air temperature is also a major factor, cold air can't hold much water whereas warm air can. All a dehumidifier does is drop the air temperature below its dew point making it give up some of the water it holds.