Reactive replenishable device management
Reactive replenishable device management comprises receiving device measurement data from at least one device, updating one or more device usage profiles associated with the at least one device, and if an analysis of the one or more device usage profiles indicates usage of the at least one device is sub-optimal, performing one or more of: controlling at least one of an attribute or an operation of the at least one device, issuing one or more device management recommendations to a user of the at least one device, and issuing one or more user alerts to the user. The at least one device comprises at least one of one or more replenishable devices, one or more replenishers associated with the one or more replenishable devices, and one or more other devices associated with the one or more replenishable devices.
1. A computer-implemented method for dynamic control of one or more devices based on device measurement data received from the one or more devices, the method comprising:
receiving, at a remote device, device measurement data from:
a replenishable device,
a replenisher associated with the replenishable device, and
a vehicle associated with the replenishable device, the device measurement data
including (a) identification data, (b) historical data, and (c) real-time data for each
of the replenishable device, the replenisher, and the vehicle;
updating a usage profile associated with vehicle energy usage using the device measurement data received from the replenishable device, the replenisher, and the vehicle, the usage profile comprising performance data of both the replenishable device and the vehicle gathered over a period of time; and
analyzing the usage profile to determine whether vehicle energy usage is sub-optimal, wherein when it is determined that vehicle energy usage is sub-optimal, an automatic controller automatically controls an attribute or an operation of the vehicle.
2. A computer-implemented method for reactive replenishable device management, the method comprising:
Receiving, at a remote device, device measurement data from:
a replenishable device,
a replenisher associated with the replenishable device, and
a vehicle associated with the replenishable device;
updating a device usage profile associated with vehicle energy usage using the device measurement data received from the replenishable device, the replenisher, and the vehicle, the device usage profile comprising performance data of the replenishable device and the vehicle gathered over a period of time; and
analyzing the usage profile to determine whether vehicle energy usage is sub-optimal, wherein when it is determined that vehicle energy usage is sub-optimal, an automatic controller automatically controls an attribute or an operation of the vehicle.
3. The computer-implemented method of claim 2 wherein the device measurement data comprises:
identification data that describes one or more time-invariant attributes of the vehicle;
historical data that describes one or more time-variant attributes of each of the replenishable device and the vehicle; and
real-time data that describes a single sample of one or more time-variant attributes of each of the replenishable device and the vehicle.