Sea based renewables (wave/wind technology) usually need anchoring to the floor. If the anchor is also a battery that can be recharged indefinitely, you have yourself a rather good system. The only issue I can see is sediment build up in the device.
When it is full of water, pressures are equal and drain could open from the bottom to eject water and sediment. The pressure differential could keep the valve closed when empty.