Estimating available power for an aircraft battery

1. A computing apparatus, comprising:

a hardware platform, comprising a processor and a memory; and

instructions encoded within the memory to instruct the processor to:

receive a peak power demand for a landing maneuver of a vertical takeoff and landing (VTOL) aircraft powered at least partly by a primary battery;

receive flight profile data for a flight profile of the VTOL aircraft, and configuration data for the VTOL aircraft, wherein at least a portion of the flight profile data comprises payload data generated by a payload sensor installed on the VTOL aircraft;

estimate power consumption of the flight profile in context of the configuration data, and estimate a peak power capacity available for the landing maneuver;

provide an overweight notice if a value of the payload data is in excess of a threshold weight; and

provide an error notice if the peak power capacity does not meet the peak power demand;

determine a time and a rate at which to initiate recharging of the primary battery by a landing battery based at least in part on the peak power demand, a current state of charge of the landing battery, and a current state of health of the landing battery; and

initiate the recharging of the primary battery by the landing battery at the determined time and rate.

2. The computing apparatus of claim 1 , wherein the peak power demand includes a safety margin.

3. The computing apparatus of claim 1 , wherein the flight profile data are preflight data.

4. The computing apparatus of claim 1 , wherein the flight profile data are in-flight data.

5. The computing apparatus of claim 1 , wherein estimating peak power capacity comprises accounting for a state of health of the primary battery.

6. The computing apparatus of claim 1 , wherein the flight profile data comprise real or predicted operating temperature.

7. The computing apparatus of claim 1 , wherein the error notice comprises a preflight notification that a planned flight does not meet a power demand.

8. The computing apparatus of claim 1 , wherein the error notice comprises an in-flight notification that the flight profile cannot be safely completed.

9. The computing apparatus of claim 1 , wherein estimating power consumption comprises a reverse energy integration, wherein the reverse energy integration comprises:

starting with a state of charge predicted to provide the peak power demand;

working backward through the flight profile to reach an estimated starting state of charge; and

providing the error notice if the estimated starting state of charge is greater than an actual state of charge.

10. One or more tangible, non-transitory computer-readable storage media having stored thereon instructions executable by a processor for causing the processor to:

receive, for a vertical takeoff and landing (VTOL) aircraft and an associated primary battery, battery data, flight profile data for a flight profile of the VTOL aircraft, and flight configuration data for the VTOL aircraft, wherein at least a portion of the flight profile data comprises payload data generated by a payload sensor installed on the VTOL aircraft;

receive, for the flight profile data, an associated peak power demand for a landing maneuver;

receive an instantaneous load input value;

receive an instantaneous primary battery response value;

estimate a peak power capacity of the primary battery during the landing maneuver, according to primary battery data, the flight profile data, the instantaneous load input value, the instantaneous primary battery response value, and the flight configuration data,

wherein estimating the peak power capacity of the primary battery comprises a reverse energy integration, wherein the reverse energy integration comprises:

starting with a state of charge needed to provide the peak power demand at the landing maneuver, wherein the state of charge needed to provide the peak power demand at the landing maneuver accounts for at least one of primary battery state data and a predicted operating temperature at the landing maneuver;

working backward through the flight profile data in discrete increments to reach an estimated starting state of charge at a beginning of a flight profile comprising the flight profile data, wherein the estimated starting state of charge is a state of charge necessary to complete the flight profile and leave the primary battery in a desired final state of charge after execution of the landing maneuver; and

providing an error notice if the estimated starting state of charge is greater than an actual state of charge;

determine whether the flight profile can be successfully completed comprising comparing the peak power capacity to the peak power demand;

act on the determination;

determine a time and a rate at which to initiate recharging of the primary battery by a landing battery based at least in part on the peak power demand, a current state of charge of the landing battery, and a current state of health of the landing battery; and

initiate the recharging of the primary battery by the landing battery at the determined time and rate.

11. The one or more tangible, non-transitory computer-readable media of claim 10 , wherein estimating peak power capacity comprises accounting for internal battery impedance.

12. The one or more tangible, non-transitory computer-readable media of claim 11 , wherein the internal battery impedance accounts for temperature, state of charge, and state of health.

13. The one or more tangible, non-transitory computer-readable media of claim 11 , wherein accounting for internal battery impedance comprises querying a lookup table.

14. The one or more tangible, non-transitory computer-readable media of claim 11 , wherein accounting for internal battery impedance comprises applying a numeric model.

15. The one or more tangible, non-transitory computer-readable media of claim 10 , wherein determining whether the flight profile can be successfully completed comprises providing a preflight notification that a planned flight does not meet a power demand.

16. A computer-implemented method, comprising:

receiving, for a vertical takeoff and landing (VTOL) aircraft and a battery for the VTOL aircraft, battery data, flight profile data, and flight configuration data, wherein at least a portion of the flight profile data comprises payload data generated by a payload sensor installed on the VTOL aircraft;

receiving, for the flight profile data, an associated peak power demand on the battery for a landing maneuver of the VTOL aircraft;

receiving an instantaneous load input value;

receiving an instantaneous battery response value;

predicting a peak power capacity of the battery available for the landing maneuver, according to battery data, the flight profile data, instantaneous load input value, instantaneous battery response value, and flight configuration data, wherein predicting the peak power capacity comprises a reverse energy integration, wherein the reverse energy integration comprises:

starting with a state of charge needed to provide the peak power demand at the landing maneuver, wherein the state of charge needed to provide the peak power demand at the landing maneuver accounts for at least one of primary battery state data and a predicted operating temperature at the landing maneuver;

working backward through the flight profile data in discrete increments to reach an estimated starting state of charge at a beginning of a flight profile comprising the flight profile data, wherein the estimated starting state of charge is a state of charge necessary to complete the flight profile and leave the primary battery in a desired final state of charge after execution of the landing maneuver; and

providing a first error notice if the estimated starting state of charge is greater than an actual state of charge;

determining whether the peak power capacity of the battery can meet the peak power demand for the landing maneuver; and

if it is predicted that the peak power capacity of the battery cannot meet the peak power demand, providing a second error notice;

determining a time and a rate at which to initiate recharging of the primary battery by a landing battery based at least in part on the peak power demand, a current state of charge of the landing battery, and a current state of health of the landing battery; and

initiating the recharging of the primary battery by the landing battery at the determined time and rate.