MANAGING CHARGING STATIONS BASED ON USAGE DATA

The present disclosure related to a management of a plurality of charging stations utilizing collected usage data. A network service receives and maintains correlated charging station use data as time series data. The time series data corresponds to a defined time window in which individual time intervals may be characterized as use or non-use of the charging station. The non-use can be identified and compared to thresholds of non-use associated with charging stations that are characterized as operational. If an individual time interval of non-use exceeds a threshold, the individual unit may be considered operational but not available for service. More specifically, the network service determines whether any particular instance of sequential non-use corresponds to a statistically significant deviation of established periods of non-use. If such a deviation occurs, the consecutive period of non-use can be considered to be indicative of an unavailability of the charging station.