In case you ever need to know.  If your battery ever runs low on water, the battery light comes on.
After refilling the water, you probably need to drive around a bit to allow the alternator to recharge the battery to a stable state.
It would appear that on a 2002 F-150, the optimum recharge RPM is [...]