A method of operating a distribution management system for portable electrical energy storage devices, the method comprising:
- receiving, by a distribution management system for portable electrical energy storage devices, information regarding a predicted demand for charged portable electrical energy storage devices, wherein the information regarding demand includes information tracking physical exchanges of portable electrical energy storage devices for the charged portable electrical energy storage devices at a plurality of distribution machines for distribution of portable electrical energy storage devices, wherein the predicted demand is associated with the plurality of distribution machines at multiple locations, and wherein the predicted demand is for multiple users at the multiple locations;
- analyzing, by the distribution management system, the information tracking physical exchanges of portable electrical energy storage devices for charged portable electrical energy storage devices to determine a physical redistribution of portable electrical energy storage devices between the plurality of distribution machines;
- and
- sending, by the distribution management system, information initiating the physical redistribution of portable electrical energy storage devices between the plurality of distribution machines.