Route based battery preconditioning systems and methods

1. A method of preconditioning a battery of a vehicle, the method comprising:

determining a baseline preconditioning start time relative to an estimated time of arrival at a charging station, wherein the baseline preconditioning start time is associated with a baseline preconditioning intensity;

determining route segments, serially arranged along a route of the vehicle, between a present vehicle location and the charging station;

analyzing the route of the vehicle to the charging station to determine a route characteristic for each route segment, wherein the route characteristic for each route segment corresponds to a projected temperature change of the battery along the respective route segment;

projecting a route-based battery temperature of the battery along the route by calculating a change from a current battery temperature for each route segment based on the respective route characteristic;

determining a route-based preconditioning start time by determining a route time along the route in which the projected route-based battery temperature has a temperature value in which initiating a preconditioning operation for the battery at the route time is configured to reduce a preconditioning intensity relative to the baseline preconditioning intensity; and

modifying the baseline preconditioning start time based on the route-based preconditioning start time.

2. The method of claim 1 , wherein the route characteristic comprises one or more projected conditions of the route that, when present, modify a current temperature of the battery.

3. The method of claim 2 , wherein the one or more projected conditions comprise:

a route elevation,

a change in the route elevation,

a route speed, or

a route acceleration profile.

4. The method of claim 2 , wherein;

the one or more projected conditions define a collection of primary factors that, when present, modify the current temperature of the battery, and

analyzing the route further comprises determining a value for one or more primary factors of the collection of primary factors by analyzing a secondary factor that, when present, modifies the value of the one or of the primary factors.

5. The method of claim 4 , wherein the secondary factor comprises:

a user speed preference,

a traffic condition metric,

a traffic light metric, or

a vehicle weight.

6. The method of claim 1 , wherein determining the route-based preconditioning start time comprises:

comparing the projected route-based battery temperature to a target preconditioning battery temperature,

determining a route time in which the temperature value for the projected route-based battery temperature is within a threshold range of the target preconditioning battery temperature, and

selecting the route time as the route-based preconditioning start time.

7. A method of preconditioning a battery of an electric vehicle, the method comprising:

determining a baseline preconditioning start time for the battery on a route between a present vehicle location and a charging station, the baseline preconditioning start time corresponding to a baseline preconditioning intensity;

projecting a plurality of battery temperatures of the battery along a plurality of route segments of the route of the vehicle by modeling a relationship between the plurality of battery temperatures and a plurality of route characteristics of the plurality of route segments;

analyzing the projected plurality of battery temperatures to determine a route-based preconditioning start time, the route-based preconditioning start time being configured to reduce a preconditioning intensity of the battery relative to the baseline preconditioning intensity; and

modifying a battery temperature, at the route-based preconditioning start time, to reach a target preconditioning battery temperature.

8. The method of claim 7 , wherein modeling the relationship between the plurality of battery temperatures and the plurality of route characteristics comprises estimating a temperature impact from one or more projected conditions of the route that, when present, modify a current temperature of the battery.

9. The method of claim 8 , wherein projecting the plurality of battery temperatures further comprises extrapolating a route-based battery temperature along an entirety of the route from a current temperature of the battery based on the estimated temperature impact.

10. The method of claim 7 , wherein;

projecting the plurality of battery temperatures further comprises:

determining a temperature impact for segments of the plurality of route segments, and

modeling the relationship between the plurality of battery temperatures and the temperature impact for the segments of the plurality of route segments.

11. The method of claim 10 , wherein;

projecting the plurality of battery temperatures further comprises projecting a route-based battery temperature of the battery along the route by calculating a change from the current battery temperature for the plurality of route segments based on the determined temperature impact, and

analyzing the projected plurality of battery temperatures comprises:

comparing the projected plurality of battery temperatures to the target preconditioning battery temperature,

determining a route time at which the projected route-based battery temperature has a value within a threshold range of the target preconditioning battery temperature, and

selecting the route time as the route-based preconditioning start time.

12. The method of claim 7 , wherein:

modifying the battery temperature comprises increasing or decreasing the battery temperature toward the target preconditioning battery temperature, and

the method further comprises modifying a preconditioning intensity associated with the increasing or decreasing of the battery temperature based on a comparison between a current temperature of the battery and an estimated time of arrival to charging station.

13. The method of claim 12 , further comprising minimizing the preconditioning intensity by determining the route-based preconditioning start time as a time in which the current battery temperature is closest to the target preconditioning battery temperature.

14. A vehicle comprising:

an electric motor;

a battery electrically connected to the electric motor;

a sensor configured to detect a battery temperature of the battery;

at least one of a heating module or a cooling module, the heating module or the cooling module being configured to alter the battery temperature; and

a non-transitory computer-readable media encoded with instructions which, when executed by one or more processing elements of the vehicle, cause the vehicle to:

analyze a plurality of route segments of a route of the vehicle between a first vehicle location and a charging station location to determine a plurality of route characteristics,

analyze the plurality of route characteristics to determine a route-based preconditioning start time configured to reduce a baseline preconditioning intensity of the vehicle, and

modify the baseline preconditioning start time based on the route-based preconditioning start time.

15. The vehicle of claim 14 , wherein the instructions further cause the vehicle to:

project a route-based battery temperature of the battery along the route of the vehicle by modeling a relationship between the battery temperature and the route characteristic, and

determine the route-based preconditioning start time by:

analyzing the projected route-based battery temperature along the entire route, and

selecting a route time in which the projected route-based battery temperature has a value within a threshold range of a target preconditioning battery temperature.

16. The vehicle of claim 15 , wherein the instructions further cause the vehicle to:

using the sensor, detect the battery temperature along the route, and

compare the battery temperature to projected route-based battery temperature.

17. The vehicle of claim 16 , wherein the instructions further cause the vehicle to selectively update the route-based preconditioning start time by reassessing whether the value of the projected route-based battery temperature as the selected route time remains within the threshold range of the target preconditioning battery temperature.