A battery management system for batteries at a geographical location may include wireless battery chargers at the geographical location for charging the batteries and wireless battery monitors at the geographical location and carried by associated ones of the batteries. The battery management system may also include a battery management cloud server for communicating with the wireless battery chargers and the wireless battery monitors to remotely collect battery charging status data from the wireless battery chargers based upon charging of the batteries and to remotely collect battery status data for the batteries from the wireless battery monitors. The battery management cloud server may also remotely process the battery and charger status data to schedule the batteries for use based upon the battery and charger status data.