The present disclosure relates to methods and associated systems for managing a plurality of device-exchange stations. The method includes, for example, (1) receiving empirical information regarding exchanges of energy storage devices from each of the plurality of device-exchange stations in an initial time period; (2) determining a target time period; (3) identifying a plurality of reference factors and associated weighting values based on empirical information regarding exchanges of energy storage devices; (4) determining demand information during the target time period for each of the plurality of device-exchange stations during the target time period for each of the device-exchange stations; and (5) forming a plurality of charging plans for each of the plurality of device-exchange stations according to demand information during the target time period.