This image shows four different types of accumulator.
First left is a gas pressurised accumulator with the media separated by a diaphragm.
Second left is a gas pressurised accumulator with the media separated by a bladder.
Third left is a gas pressurised accumulator with the media separated by a piston.
On the right is a gas backup bottle.