Systems and methods for estimating battery system energy capability
System and methods for determining battery system energy capability in a vehicle are presented. A voltage offset of a battery system may be determined based on comparison of an open circuit voltage of the battery system and a measured voltage. An estimated remaining pack energy may be determined based, at least in part, on the voltage offset. Similarly, an estimated total pack energy may be determined based, at least in part, on the voltage offset. An energy capability of the battery system may be determined based on the estimated remaining pack energy and the estimated total pack energy.
1. A method of determining an energy capability of a battery system of a vehicle, the vehicle including a drivetrain and an electric drive motor connected to the drivetrain, the battery system including a battery pack operable to power the electric drive motor, and a battery controller operable to control the battery pack, the method comprising:
control, by the battery controller of the vehicle, a discharge operation of the battery pack to power the electric drive motor;
determining, by the battery controller based on one or more voltage signals received from one or more sensors for measuring battery system voltage, a voltage offset of the battery system based on a comparison of an estimated open circuit voltage (“OCV”) of the battery system and a measured voltage of the battery system;
determining a relationship between an OCV of the battery system and a state of charge (“SOC”) of the battery system;
determining, by the battery controller, a total pack energy of the battery system, wherein determining the total pack energy of the battery system comprises integrating a curve with the voltage offset, wherein the curve is associated with the relationship between the OCV of the battery system and the SOC of the battery system;
determining, by the battery controller, a remaining pack energy of the battery system by integrating a portion of the curve with the voltage offset, wherein the portion of the curve is associated with the relationship between the OCV of the battery system and the SOC of the battery system from an estimated pack SOC;
determining, by the battery controller, an energy capability of the battery system based on the remaining pack energy and the total pack energy; and
implementing, by the battery controller, a control action based on the determined energy capability, the control action comprising adjusting a speed and/or acceleration operating condition of the drivetrain of the vehicle based on an estimated vehicle range associated with the determined energy capability.
2. The method of claim 1 , wherein determining the voltage offset comprises determining a difference between the estimated OCV of the battery system and the measured voltage of the battery system.
3. The method of claim 1 , wherein integrating the curve associated with the relationship between the OCV of the battery system and the SOC of the battery system comprises integrating the curve associated with the relationship between the OCV of the battery system and the SOC of the battery system based on a constant SOC step.
4. The method of claim 1 , wherein integrating the curve associated with the relationship between the OCV of the battery system and the SOC of the battery system comprises integrating the curve associated with the relationship between the OCV of the battery system and the SOC of the battery system based on a variable SOC step determined based on characterization data points included in the curve associated with the relationship between the OCV of the battery system and the SOC of the battery system.
5. The method of claim 4 , wherein integrating the portion of the curve associated with the relationship between the OCV of the battery system and the SOC of the battery system comprises integrating the portion of the curve associated with the relationship between the OCV of the battery system and the SOC of the battery system based on a constant SOC step.
6. The method of claim 4 , wherein integrating the portion of the curve associated with the relationship between the OCV of the battery system and the SOC of the battery system comprises integrating the portion of the curve associated with the relationship between the OCV of the battery system and the SOC of the battery system based on a variable SOC step determined based on characterization data points included in the curve associated with the relationship between the OCV of the battery system and the SOC of the battery system.
7. The method of claim 1 , wherein determining the energy capability of the battery system comprises determining a ratio of the estimated remaining pack energy to the estimated total pack energy.
8. The method of claim 1 , wherein determining the remaining pack energy of the battery system comprises determining a result of an integration of a product of coulombs of the battery system and a voltage at which the coulombs will discharge from the battery system from a present SOC to empty.
9. The method of claim 1 , wherein the estimated total pack energy comprises an estimated usable pack energy, the estimated remaining pack energy comprises an estimated usable remaining pack energy, and the energy capability comprises an estimated usable energy capability.
10. The method of claim 1 , wherein adjusting the operating condition of the drivetrain of the vehicle comprises adjusting an operating speed of the vehicle.
11. The method of claim 1 , wherein adjusting the operating condition of the drivetrain of the vehicle comprises adjusting an acceleration of the vehicle.
12. The method of claim 1 , wherein the control action further provides generating a notification associated with the estimated vehicle range to an operator of the vehicle.
13. A motor vehicle, comprising:
a vehicle body;
a plurality of wheels attached to the vehicle body;
an electric drive motor attached to the vehicle body and operable to drive at least one of the wheels;
a battery pack attached to the vehicle body and operable to power the electric drive motor; and
a battery controller operable to control the battery pack, the battery controller being configured to:
control a discharge operation of the battery pack to power the electric drive motor;
determine a voltage offset of the battery pack based on a comparison of an estimated open circuit voltage (OCV) of the battery pack and a measured voltage of the battery pack;
determine a relationship between an OCV of the battery system and a state of charge (“SOC”) of the battery system;
determine a total pack energy of the battery pack, including integrating a curve with the voltage offset, wherein the curve is associated with the OCV of the battery system;
determine a remaining pack energy of the battery system by integrating a portion of the curve with the voltage offset, wherein the portion of the curve is associated with the OCV of the battery system from an estimated pack SOC;
determine an energy capability of the battery system based on the remaining pack energy and the total pack energy; and
adjust a speed and/or acceleration operating condition of a drivetrain of the motor vehicle based on an estimated vehicle range associated with the determined energy capability.
14. The motor vehicle of claim 13 , wherein determining the voltage offset includes determining a difference between the estimated OCV and the measured voltage.
15. The motor vehicle of claim 13 , wherein integrating the curve associated with the OCV of the battery system includes integrating the curve based on a constant SOC step.
16. The motor vehicle of claim 13 , wherein integrating the curve associated with the OCV of the battery system includes integrating the curve based on a variable SOC step determined based on characterization data points included in the curve associated with the OCV of the battery system.
17. The motor vehicle of claim 13 , wherein integrating the curve associated with the OCV of the battery system includes integrating the curve based on a constant SOC step.
18. The motor vehicle of claim 13 , wherein determining the energy capability of the battery system includes determining a ratio of the estimated remaining pack energy to the estimated total pack energy.
19. The motor vehicle of claim 13 , wherein determining the remaining pack energy of the battery system includes determining a result of an integration of a product of coulombs of the battery system and a voltage at which the coulombs will discharge from the battery system from a present SOC to empty.
20. The motor vehicle of claim 13 , wherein adjusting the operating condition of the drivetrain includes adjusting an operating speed and/or an acceleration of the vehicle.