it can't hurt to try (unless you mess up the wiring), but you might find that it requires more power when coming from the ac port (like 5V) whereas most lithium-ion batts are 3.6-3.7 volts or a multiple of that, like 3.7 -7.4 - 11.1 etc.
So try it with one, if it works wire in the rest
good luck