Possible, but it may not be cold.
Our experience with the same unit is that without the water cooling, the unit is very inefficient. The water pump make too much noise, but really makes a difference in performance. Make sure to plug the drainage hole and check the hole where the cooling lines enter the icebok. Mine was way to big and not sealed at all. Performance improved when I sealed it with spray foam insulation.RREggeS/V Allie Kat