Temperature-dependent charging of supercapacitor energy storage units of asset tracking devices

1. A method comprising:

obtaining a temperature reading measured at an asset tracking device, the asset tracking device located at an asset to monitor travel of the asset;

determining, using a supercapacitor degradation model of a supercapacitor energy storage unit of the asset tracking device, a target voltage to which the supercapacitor energy storage unit of the asset tracking device is to be charged to balance utilization of a capacity of the supercapacitor energy storage unit against temperature-dependent deterioration of the supercapacitor energy storage unit, the supercapacitor degradation model determining the target voltage to which the supercapacitor energy storage unit of the asset tracking device is to be charged based on one or more inputs to the supercapacitor degradation model, the one or more inputs comprising the temperature reading measured at the asset tracking device and a supercapacitor voltage of one or more supercapacitors of the supercapacitor energy storage unit; and

controlling a charging interface of the asset tracking device to charge the supercapacitor energy storage unit to the target voltage.

2. The method of claim 1 , further comprising:

obtaining one or more additional previously measured temperature readings measured at the asset tracking device;

wherein the one or more inputs to the supercapacitor degradation model comprises the one or more additional previously measured temperature readings.

3. The method of claim 1 , further comprising:

receiving environmental data from a remote server, the environmental data pertaining to an environmental condition at a present location of the asset tracking device;

wherein determining the target voltage is further based on the environmental data.

4. The method of claim 3 , wherein the environmental data comprises temperature data that indicates a regional temperature at the present location.

5. The method of claim 3 , wherein the asset tracking device further comprises a solar panel to provide energy to the supercapacitor energy storage unit through the charging interface, and the environmental data comprises sunlight data that indicates an amount of sunlight expected to reach the asset tracking device at the present location.

6. The method of claim 1 , wherein determining the target voltage is further based on a charge cycle deterioration model of the supercapacitor energy storage unit indicative of how the one or more supercapacitors of the supercapacitor energy storage unit deteriorates after repeated charge cycles.

7. An asset tracking device comprising:

a temperature sensor to capture temperature readings at the asset tracking device;

a supercapacitor energy storage unit to power the asset tracking device;

a charging interface to charge the supercapacitor energy storage unit; and

a controller to execute temperature-dependent charge control instructions to:

obtain a temperature reading measured at the asset tracking device;

determine, using a supercapacitor degradation model of the supercapacitor energy storage unit of the asset tracking device, a target voltage to which the supercapacitor energy storage unit is to be charged to balance utilization of a capacity of the supercapacitor energy storage unit against temperature-dependent deterioration of the supercapacitor energy storage unit, the supercapacitor degradation model determining the target voltage to which the supercapacitor energy storage unit of the asset tracking device is to be charged based on one or more inputs to the supercapacitor degradation model, the one or more inputs comprising the temperature reading measured at the asset tracking device and a supercapacitor voltage of one or more supercapacitors of the supercapacitor energy storage unit; and

control the charging interface to charge the supercapacitor energy storage unit to the target voltage;

wherein the asset tracking device is located at an asset to monitor travel of the asset.

8. The asset tracking device of claim 7 , wherein the controller is further configured to:

obtain one or more additional previously measured temperature readings measured at the asset tracking device; and

wherein the one or more inputs to the supercapacitor degradation model comprises the one or more additional previously measured temperature readings.

9. The asset tracking device of claim 7 , further comprising:

a communication interface to receive environmental data from a remote server, the environmental data pertaining to an environmental condition at a present location of the asset tracking device;

wherein the controller is further configured to determine the target voltage based on the environmental data.

10. The asset tracking device of claim 9 , wherein the environmental data comprises temperature data that indicates a regional temperature at the present location.

11. The asset tracking device of claim 9 , further comprising:

a solar panel to supply energy to the supercapacitor energy storage unit through the charging interface; and

wherein the environmental data comprises sunlight data that indicates an amount of sunlight expected to reach the asset tracking device at the present location.

12. The asset tracking device of claim 7 , wherein the one or more inputs to the supercapacitor degradation model of the supercapacitor energy storage unit comprises a number and types of the one or more supercapacitors of the supercapacitor energy storage unit.

13. The asset tracking device of claim 7 , wherein the asset is a non-vehicular asset that is coupleable to a vehicle, wherein the vehicle controls travel of the asset.

14. A non-transitory machine-readable storage medium comprising instructions that when executed cause a controller of an asset tracking device to:

obtain a temperature reading measured at the asset tracking device, the asset tracking device located at an asset to monitor travel of the asset;

determine, using a supercapacitor degradation model of a supercapacitor energy storage unit of the asset tracking device, a target voltage to which the supercapacitor energy storage unit of the asset tracking device is to be charged to balance utilization of a capacity of the supercapacitor energy storage unit against temperature-dependent deterioration of the supercapacitor energy storage unit, the supercapacitor degradation model determining the target voltage to which the supercapacitor energy storage unit of the asset tracking device is to be charged based on one or more inputs to the supercapacitor degradation model, the one or more inputs comprising the temperature reading measured at the asset tracking device and a supercapacitor voltage of at least one supercapacitor of the supercapacitor energy storage unit; and

control a charging interface of the asset tracking device to charge the supercapacitor energy storage unit to the target voltage.

15. The non-transitory machine-readable storage medium of claim 14 , wherein the instructions cause the controller to:

obtain one or more additional previously measured temperature readings measured at the asset tracking device; and

wherein the one or more inputs to the supercapacitor degradation model comprises the one or more additional previously measured temperature readings.

16. The non-transitory machine-readable storage medium of claim 14 , wherein the asset tracking device comprises:

a communication interface to receive environmental data from a remote server, the environmental data pertaining to an environmental condition at a present location of the asset tracking device;

wherein the instructions are to cause the controller to determine the target voltage based on the environmental data.

17. The non-transitory machine-readable storage medium of claim 16 , wherein the environmental data comprises temperature data that indicates a regional temperature at the present location.

18. The non-transitory machine-readable storage medium of claim 16 , wherein the environmental data comprises sunlight data that indicates an amount of sunlight expected to reach the asset tracking device at the present location, and the asset tracking device includes a solar panel to supply energy to the supercapacitor energy storage unit through the charging interface.

19. The non-transitory machine-readable storage medium of claim 14 , wherein the instructions cause the controller to determine the target voltage further based on a charge cycle deterioration model of the supercapacitor energy storage unit indicative of how the at least one supercapacitor of the supercapacitor energy storage unit deteriorates after repeated charge cycles.

20. The non-transitory machine-readable storage medium of claim 14 , wherein the asset is a non-vehicular asset that is coupleable to a vehicle, wherein the vehicle controls travel of the asset.