Hi,
It is the onboard battery on the cpu card. It will be flat. They are not a rechargeable battery, they start life charged and slowly lose charge. It is a fairly easy fix if you are handy with a soldering iron. The replacement is a 1/2 AA 3.6v battery.
C64