IP Library Granted Patent US 10,466,302
Granted Patent B2
US 10,466,302 · App. 14/852,329 · Granted Nov 5, 2019

Secondary battery state detecting device and secondary battery state detecting method

Inventors: Noriyasu Iwane (Tokyo, JP); Koichi Yokoyama (Tokyo, JP); Naoya Takashima (Tokyo, JP); Taiji Mitsuyama (Tokyo, JP); Antal Kovats (Budapest, HU); Tamas Mihalffy (Budapest, HU); Lorand Romvari (Budapest, HU)
Assignees: FURUKAWA ELECTRIC CO., LTD.; FURUKAWA AUTOMOTIVE SYSTEMS INC.
G01R31/3648G01R31/392H01M10/48H02J7/0021G01R31/367G01R31/389G01R31/3842
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Quick Facts
Patent No.
US 10,466,302
App. No.
14/852,329
Granted
Nov 5, 2019
Kind
B2
Abstract

[Object] To detect states of a plurality of secondary batteries whose kinds are different with high accuracy. [Organization] A measurement unit (voltage sensor 11 , current sensor 12 ) measuring a current value of a current flowing at a secondary battery 14 and a voltage value of a voltage generated at the secondary battery by the current in a predetermined frequency; an optimization unit (CPU 10 a ) optimizing element constants of an equivalent circuit model of the secondary battery based on the measured voltage value and the current value; an identification unit (CPU 10 a ) identifying a kind of the secondary battery with reference to the optimized element constants of the equivalent circuit model; a storage unit (ROM 10 b ) storing detection formulas which detect the state of the secondary battery by each kind of the secondary battery; an acquisition unit (CPU 10 a ) acquiring the detection formula corresponding to the identified kind from the storage unit; and a detection unit (CPU 10 a ) detecting the state of the secondary battery by applying the element constants to the acquired detection formula, are included.

Claims (47)

1. A secondary battery state detecting device of a vehicle enabling detecting a state of a secondary battery in the vehicle, comprising:

a processor; and

a memory that stores executable instructions that, when executed by the processor, facilitate performance of operations, comprising:

measuring, in response to actuation of a vehicle ignition switch and at a determined frequency, a current value of a current flowing at the secondary battery in the vehicle and a voltage value of a voltage generated at the secondary battery in the vehicle;

updating a plurality of element constants of an equivalent circuit model of the secondary battery based on the voltage value and the current value;

determining a battery type of the secondary battery from a group of battery types of batteries based on a mutual relationship between the plurality of the element constants of the equivalent circuit model, the group of the battery types comprising at least a first type of battery and a second type of battery that is different than the first type of battery;

storing detection formulas which facilitate detecting the state of the secondary battery based on the plurality of the element constants of the equivalent circuit model by each battery type of the secondary battery;

acquiring a detection formula, of the detection formulas, corresponding to the battery type of the secondary battery in the vehicle;

determining the state of the secondary battery in the vehicle by applying the plurality of the element constants to the detection formula; and

altering, via an engine control unit, a performance of the vehicle based on the state of the secondary battery.

2. The secondary battery state detecting device according to claim 1 , wherein the battery type of the secondary battery is a first battery type, wherein the determining further comprises determining a second battery type of another secondary battery of the vehicle based on another mutual relationship between another plurality of other element constants of another equivalent circuit model corresponding to the other secondary battery, and wherein the first battery type is a different battery type than the second battery type.

3. The secondary battery state detecting device according to claim 1 , wherein the determining the battery type comprises comparing a ratio of the plurality of the element constants of the equivalent circuit model and a predetermined threshold value, and determining the battery type of the secondary battery based on a magnitude relation thereof.

4. The secondary battery state detecting device according to claim 1 , wherein the determining the battery type comprises comparing an identification index value calculated from the plurality of the element constants of the equivalent circuit model and a predetermined threshold value, and determining the battery type of the secondary battery based on a magnitude relation thereof.

5. The secondary battery state detecting device according to claim 1 , wherein the determining the battery type comprises employing a learning model that receives the plurality of the element constants of the equivalent circuit model of the secondary battery, and that generates type information corresponding to the battery type of the secondary battery, and wherein the learning model employs a modeled element constant to facilitate generating the type information.

6. The secondary battery state detecting device according to claim 5 , wherein the learning model is a neural network or a support vector machine.

7. The secondary battery state detecting device according to claim 1 , wherein the group of the battery types comprises a lead-acid battery type, a nickel hydride battery type, a lithium ion battery type, and a nickel-cadmium battery type.

8. The secondary battery state detecting device according to claim 1 ,

wherein the group of the battery types comprises flooded battery type, a seal type battery type, a battery type for idling stop of a lead-acid battery, a new battery type, and a used battery type.

9. The secondary battery state detecting device according to claim 1 , wherein the determining the state of the secondary battery comprises detecting at least one of an initial capacity, a deteriorated capacity, a discharge residual capacity, or a response voltage for a predetermined required current of the secondary battery in the vehicle.

10. A secondary battery state detecting method facilitating detecting a state of a secondary vehicle battery, comprising:

measuring, by a system comprising a processor at a determined frequency, a current value of a current flowing at the secondary vehicle battery and a voltage value of a voltage generated by the current flowing at the secondary vehicle battery;

determining, by the system, element constants of an equivalent circuit model of the secondary vehicle battery based on the voltage value and the current value;

identifying, by the system, a battery type of the secondary vehicle battery from a group of battery types of batteries based on the element constants of the equivalent circuit model, the group of the battery types comprising at least a first type of battery and a second type of battery that is different than the first type of battery;

acquiring, by the system based on the battery type of the secondary vehicle battery, a detection formula which detects the state of the secondary vehicle battery based on the element constants of the equivalent circuit model from a storage device, wherein the detection formulas are stored at the storage device and indexed by battery type;

indicating, by the system, the state of the secondary vehicle battery by applying the element constants to the detection formula; and

indicating, by the system, the state of the secondary vehicle battery to an engine control unit of a vehicle comprising the secondary vehicle battery to facilitate altering a performance of the vehicle based on the state of the secondary vehicle battery.

11. The secondary battery state detecting method according to claim 10 , wherein the identifying the battery type of the secondary vehicle battery comprises determining a magnitude value based on comparing of a ratio of the element constants of the equivalent circuit model and a predetermined threshold value.

12. The secondary battery state detecting method according to claim 10 , wherein the identifying the battery type of the secondary vehicle battery comprises determining a magnitude value based on comparing an identification index value calculated from the element constants of the equivalent circuit model and a predetermined threshold value.

13. The secondary battery state detecting method according to claim 10 , wherein the identifying the battery type of the secondary vehicle battery comprises a learning model that receives the element constants of the equivalent circuit model of the secondary vehicle battery.

14. The secondary battery state detecting method according to claim 13 , wherein the learning model is a neural network.

15. The secondary battery state detecting method according to claim 13 , wherein the learning model is a support vector machine.

16. The secondary battery state detecting method according to claim 10 , wherein the group of the battery types comprises a lead-acid battery type, a nickel hydride battery type, a lithium ion battery type, a nickel-cadmium battery type, a flooded battery type, a seal type battery type, a battery type for idling stop of a lead-acid battery, a new battery type, and a used battery type.

17. A device, comprising:

a processor; and

a memory that stores executable instructions that, when executed by the processor, facilitate performance of operations, comprising:

in response to connection of the device to a vehicle battery of unknown battery type, measuring, at a determined frequency, a current value of a current flowing at the vehicle battery and a voltage value of a voltage generated by the current flowing at the vehicle battery;

adjusting circuit constants of an equivalent circuit model of the vehicle battery based on the voltage value and the current value, wherein the adjusting results in the equivalent circuit model better matching the voltage value and the current value than before the adjusting the circuit constants of the equivalent circuit model of the vehicle battery;

determining a battery type of the vehicle battery from a group of battery types of batteries based on the circuit constants of the equivalent circuit model, the group of the battery types comprising at least a first type of battery and a second type of battery that is different than the first type of battery;

selecting from a data store of state detection formulas for corresponding battery types of batteries, based on the battery type of the vehicle battery, a state detection formula to enable determining a state of the vehicle battery based on the circuit constants of the equivalent circuit model; and

modifying, via an engine control unit of a vehicle comprising the vehicle battery, performance of the vehicle based on the state of the vehicle battery.

18. The device of claim 17 , wherein the vehicle battery is a first vehicle battery and, in response to disconnection of the first vehicle battery from the device and reconnection of the device to a second vehicle battery of unknown battery type, measuring, at another determined frequency, another current value of another current flowing at the second vehicle battery and another voltage value of another voltage generated by the other current flowing at the second vehicle battery;

adjusting other circuit constants of another equivalent circuit model of the second vehicle battery based on the other voltage value and the other current value, wherein the adjusting results in the other equivalent circuit model better matching the other voltage value and the other current value than before the adjusting the circuit constants of the other equivalent circuit model of the second vehicle battery;

determining another battery type of the second vehicle battery based on the other circuit constants of the other equivalent circuit model, wherein the other battery type is a different battery type than the battery type of the first vehicle battery;

selecting from the data store, based on the other battery type of the second vehicle battery, another state detection formula to enable determining another state of the second vehicle battery based on the other circuit constants of the other equivalent circuit model; and

indicating, to the engine control unit, the other state of the second vehicle battery based on the other circuit constants and the other state detection formula, wherein the indicating results in a display of the other state of the second vehicle battery.

19. The device of claim 17 , wherein the determining the battery type of the vehicle battery comprises determining a magnitude value based on comparing of a ratio of the circuit constants of the equivalent circuit model and a predetermined threshold value.

20. The device of claim 17 , wherein the vehicle battery of the unknown battery type is a lead-acid battery, a nickel hydride battery, a lithium ion battery, a nickel-cadmium battery, a flooded battery, a seal type battery, a battery for idling stop of a lead-acid battery, a new battery, or a used battery.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 14, 2016
From: IWANE, NORIYASU; YOKOYAMA, KOICHI; TAKASHIMA, NAOYA; MITSUYAMA, TAIJI; KOVATS, ANTAL; MIHALFFY, TAMAS; ROMVARI, LORAND
To: FURUKAWA ELECTRIC CO., LTD.; FURUKAWA AUTOMOTIVE SYSTEMS INC.
Reel/Frame 040728/0701 →
Priority Claims (1)
JP 2013-052571 · Mar 14, 2013 · national
Continuity (2)
Continuation PCTJP2014053135 · Feb 12, 2014
Related Publication 20160003912A1 · Jan 7, 2016