From her general description of the system -“kind of like water wells, where the water that comes down in the desert from the higher elevation can be tapped” - it seems that this was a form of the underground water system kariz (qanat) used in Iran. Next to the reservoir were the ruins of the royal bath of the Palace.
Photo essay: The ongoing formation of the Republic of Azerbaijan