The 200mAh basically means that, if you draw 200mA then it will last 1 hour.
You need to know the total current draw. I would suggest placing an ammeter in between the battery and the power input (in series in the positive line) and measure the actual current requirements.
Then you can calculate how long 1 battery should last.