System and method for estimating a remaining energy range of a vehicle and reducing driver range anxiety
A method for estimating a remaining range of a vehicle battery charge includes identifying at least one route characteristic of a portion of a selected route, determining a vehicle energy consumption profile for a vehicle, and determining a current state of charge of a vehicle battery of the vehicle. The method also includes determining, for the selected route, a route energy consumption profile and calculating an estimated remaining charge for the vehicle battery at an end of the selected route based on the state of charge of the vehicle battery and the route energy consumption profile. The method also includes, in response to a determination that the estimated remaining charge is less than a lower limit of the vehicle battery charge range, determining a target vehicle speed profile based on the at least one route characteristic, the vehicle energy consumption profile, and the state of charge of the vehicle battery.
1. A method for estimating a remaining range of a vehicle battery charge, the method comprising:
identifying at least one route characteristic of a portion of a selected route;
determining a vehicle energy consumption profile for a vehicle based on at least historical data indicating energy consumption of the vehicle for at least a portion of a route previously traversed by the vehicle having at least one route characteristic corresponding to the at least one route characteristic of the portion of the selected route;
determining a current state of charge of a vehicle battery of the vehicle;
determining, for the selected route, a route energy consumption profile based on the at least one route characteristic of the portion of the selected route and the vehicle energy consumption profile;
calculating an estimated remaining charge for the vehicle battery at an end of the selected route based on the state of charge of the vehicle battery and the route energy consumption profile;
determining whether the estimated remaining charge for the vehicle battery is within a vehicle battery charge range;
in response to a determination that the estimated remaining charge is within the vehicle battery charge range, generating a first indication;
in response to a determination that the estimated remaining charge is less than a lower limit of the vehicle battery charge range:
determining a target vehicle speed profile based on the at least one route characteristic, the vehicle energy consumption profile, and the state of charge of the vehicle battery; and
generating a second indication; and
providing one of the first indication and the second indication.
2. The method of claim 1 , wherein the first indication includes the estimated remaining charge for the vehicle battery at the end of the selected route.
3. The method of claim 1 , wherein the second indication includes a warning indicating that the vehicle battery may be depleted before the vehicle arrives at the end of the selected route and a recommendation to follow the target vehicle speed profile to avoid depleting the vehicle battery before the vehicle arrives at the end of the selected route.
4. The method of claim 1 , wherein providing the one of the first indication and the second indication includes providing, at a display of the vehicle, the one of the first indication and the second indication.
5. The method of claim 1 , wherein providing the one of the first indication and the second indication includes providing, at a mobile computing device, the one of the first indication and the second indication.
6. The method of claim 1 , wherein providing the one of the first indication and the second indication includes providing, to an autonomous controller of the vehicle, the one of the first indication and the second indication.
7. The method of claim 1 , wherein the at least one route characteristic includes at least one of a traffic condition, a traffic signal, and a road grade.
8. A system for estimating a remaining range of a vehicle battery charge, the system comprising:
a processor; and
a memory including instructions that, when executed by the processor, cause the processor to:
identify at least one route characteristic of a portion of a selected route;
determine a vehicle energy consumption profile for a vehicle based on at least historical data indicating energy consumption of the vehicle for at least a portion of a route previously traversed by the vehicle having at least one route characteristic corresponding to the at least one route characteristic of the portion of the selected route;
determine a current state of charge of a vehicle battery of the vehicle;
determine, for the selected route, a route energy consumption profile based on the at least one route characteristic of the portion of the selected route and the vehicle energy consumption profile;
calculate an estimated remaining charge for the vehicle battery at an end of the selected route based on the state of charge of the vehicle battery and the route energy consumption profile;
determine whether the estimated remaining charge for the vehicle battery is within a vehicle battery charge range;
in response to a determination that the estimated remaining charge is within the vehicle battery charge range, generate a first indication;
in response to a determination that the estimated remaining charge is less than a lower limit of the vehicle battery charge range:
determine a target vehicle speed profile based on the at least one route characteristic, the vehicle energy consumption profile, and the state of charge of the vehicle battery; and
generate a second indication; and
provide one of the first indication and the second indication.
9. The system of claim 8 , wherein the first indication includes the estimated remaining charge for the vehicle battery at the end of the selected route.
10. The system of claim 8 , wherein the second indication includes a warning indicating that the vehicle battery may be depleted before the vehicle arrives at the end of the selected route and a recommendation to follow the target vehicle speed profile to avoid depleting the vehicle battery before the vehicle arrives at the end of the selected route.
11. The system of claim 8 , wherein the instructions further cause the processor to provide, at a display of the vehicle, the one of the first indication and the second indication.
12. The system of claim 8 , wherein the instructions further cause the processor to provide, at a mobile computing device, the one of the first indication and the second indication.
13. The system of claim 8 , wherein the instructions further cause the processor to provide, to an autonomous controller of the vehicle, the one of the first indication and the second indication.
14. The system of claim 8 , wherein the at least one route characteristic includes at least one of a traffic condition, a traffic signal, and a road grade.
15. A non-transitory computer-readable storage medium, comprising executable instructions that, when executed by a processor, facilitate performance of operations, comprising:
identifying at least one route characteristic of a portion of a selected route;
determining a vehicle energy consumption profile for a vehicle based on at least historical data indicating energy consumption of the vehicle for at least a portion of a route previously traversed by the vehicle having at least one route characteristic corresponding to the at least one route characteristic of the portion of the selected route;
determining a current state of charge of a vehicle battery of the vehicle;
determining, for the selected route, a route energy consumption profile based on the at least one route characteristic of the portion of the selected route and the vehicle energy consumption profile;
calculating an estimated remaining charge for the vehicle battery at an end of the selected route based on the state of charge of the vehicle battery and the route energy consumption profile;
determining whether the estimated remaining charge for the vehicle battery is within a vehicle battery charge range;
in response to a determination that the estimated remaining charge is less than a lower limit of the vehicle battery charge range:
determining a target vehicle speed profile based on the at least one route characteristic, the vehicle energy consumption profile, and the state of charge of the vehicle battery; and
generating an indication; and
providing the second indication.
16. The non-transitory computer-readable storage medium of claim 15 , wherein the indication includes a warning indicating that the vehicle battery may be depleted before the vehicle arrives at the end of the selected route and a recommendation to follow the target vehicle speed profile to avoid depleting the vehicle battery before the vehicle arrives at the end of the selected route.
17. The non-transitory computer-readable storage medium of claim 15 , wherein providing the indication includes providing, at a display of the vehicle, the indication.
18. The non-transitory computer-readable storage medium of claim 15 , wherein providing the indication includes providing, at a mobile computing device, the indication.
19. The non-transitory computer-readable storage medium of claim 15 , wherein providing the indication includes providing, to an autonomous controller of the vehicle, the indication.
20. The non-transitory computer-readable storage medium of claim 15 , further comprising selectively controlling vehicle propulsion of the vehicle based on the target vehicle speed profile.