Method and system for determining a state of charge of a battery based on a transient response
View Patent ↗Methods and systems for determining a state of charge of a battery exhibiting a transient response are provided. At least one property of the battery is measured. The state of charge of the battery is determined based on the at least one measured property and a transient response of the battery.
1. A method for determining a state of charge of a battery exhibiting a transient response, the method comprising:
providing a lookup table that corresponds to the at least one measured property of the battery, wherein the lookup table comprises various states of charge of the battery that correspond to locations of system poles and to temperatures of the battery;
measuring an actual measured temperature and at least one measured property of the battery;
determining a location of a system pole of the battery based on an ordinary differential equation and the at least one measured property of the battery; and
determining the state of charge of the battery from the lookup table based on the actual measured temperature and the determined location of the system pole.
2. The method of claim 1 , wherein the at least measured property comprises a current, a voltage, or a combination thereof.
3. The method of claim 1 , wherein the ordinary differential equation comprises a plurality of parameters.
4. The method of claim 1 , wherein the transient response of the battery varies based on the load conditions of the battery, and wherein the load conditions vary based on one or more properties of the battery that are related to the state of charge of the battery, and wherein the transient response of the battery is either:
a diffusion voltage of the battery,
a double layer capacitance of the battery, or
a combination thereof.
5. The method of claim 3 , wherein the step of determining the location of the system pole of the battery based on the ordinary differential equation and the at least one measured property of the battery, further comprises:
determining the parameters of the ordinary differential equation that characterize the battery, wherein the parameters comprise comprises a terminal current and a terminal voltage.
6. The method of claim 1 , wherein the look up table comprises a plurality of determined locations of the system pole and a plurality of known states of charge of the battery, each of the known states of charge that correspond to one of the determined locations of the system pole of the battery.
7. The method of claim 1 , wherein the battery is an automotive battery installed in an automobile and the measuring of the at least one measured property is performed with a sensor onboard the automobile.
8. The method of claim 1 , wherein the battery is a nanophosphate lithium ion battery.
9. The method of claim 1 , wherein the at least one measured property comprises a measured terminal current and a measured terminal voltage.
10. The method of claim 1 , further comprising:
estimating parameters of the ordinary differential equation that characterize the battery;
generating, based on the ordinary differential equation, a transfer function of the battery that includes one or more system poles each having a location that varies based on the transient response of the battery; and
generating, based on the transfer function, the lookup table comprising various states of charge of the battery that correspond to locations of system poles and temperatures of the battery.
11. A method for determining a state of charge of a nanophosphate lithium ion battery, the method comprising:
providing a lookup table that corresponds to the at least one measured property of the nanophosphate lithium ion battery, wherein the lookup table comprises various states of charge of the nanophosphate lithium ion battery that correspond to locations of system poles and to temperatures of the nanophosphate lithium ion battery;
measuring an actual measured temperature and at least one measured property of the nanophosphate lithium ion battery;
determining a location of a system pole of the nanophosphate lithium ion battery based on the at least one measured property and an ordinary differential equation; and
determining the state of charge of the nanophosphate lithium ion battery from the lookup table based on the actual measured temperature and the determined location of the system pole of the nanophosphate lithium ion battery.
12. The method of claim 11 , wherein the lookup table comprises a plurality of determined locations of the system poles and a plurality of known states of charge of the nanophosphate lithium ion battery, each of the known states of charge that correspond to one of the determined locations of the system pole of the nanophosphate lithium ion battery.
13. The method of claim 12 , wherein the ordinary differential equation comprises a plurality of parameters and the determining of the location of the system pole of the nanophosphate lithium ion battery, further comprises:
determining the parameters of the ordinary differential equation based on the at least one measured property.
14. The method of claim 13 , wherein the nanophosphate lithium ion battery is an automotive battery onboard an automobile and the measuring of the at least one property is performed with at least one sensor onboard the automobile.
15. The method of claim 14 , wherein the at least one measured property of the nanophosphate lithium ion battery comprises a measured terminal current and a measured terminal voltage of the nanophosphate lithium ion battery.
16. The method of claim 11 , further comprising:
estimating parameters of the ordinary differential equation that characterize the nanophosphate lithium ion battery;
generating, based on the ordinary differential equation, a transfer function of the nanophosphate lithium ion battery that includes one or more system poles each having a location that varies based on the transient response of the nanophosphate lithium ion battery; and
generating, based on the transfer function, the lookup table comprising various states of charge of the nanophosphate lithium ion battery that correspond to locations of system poles and temperatures of the nanophosphate lithium ion battery.
17. An automotive drive system comprising:
an electric motor;
a battery coupled to the electric motor;
a sensor assembly coupled to the battery and configured to measure an actual measured temperature of the battery and to detect at least one measured property of the battery and generate a signal representative thereof;
a processor in operable communication with the sensor assembly; and
a memory in operable communication with the processor, the memory having a look up table stored thereon, wherein the look up table comprises various states of charge of the battery that correspond to locations of system poles and temperatures of the battery, wherein the processor is configured to:
receive the signal from the sensor assembly;
determine a location of a system pole of the battery based on an ordinary differential equation and the at least one measured property of the battery; and
determine the state of charge of the battery from the lookup table based on the actual measured temperature and the determined location of the system pole.
18. The system of claim 17 , wherein the look up table comprises: a plurality of determined locations of the system pole and a plurality of known states of charge of the battery, each of the known states of charge that correspond to one of the determined locations of the system pole of the battery.
19. The system of claim 18 , wherein the battery is an automotive battery installed in an automobile and the measuring of the at least one property is performed with a sensor onboard the automobile.
20. The system of claim 19 , wherein the battery is a nanophosphate lithium ion battery and the at least one measured property comprises a measured terminal current and a measured terminal voltage.