More than likely, your 5 yr old dehumidier may not be a "low temp" operation model. Even if it was designed for low temp operation, many manufacturers' units can still only operate correctly (not freeze up) if the temp is above 40-50 degree range. I've only seen one or two units so far that advertise that they can operate down in the higher 30's.
Dave Lindler, January 2007