High impedance cell detection
A state of health of cell groups of a battery may be determined based on direct current impedance values of the cell groups. A computing apparatus may be configured to determine a direct current internal resistance (DCIR) value of each of the cell groups of the battery pack to provide a plurality of DCIR values. Each cell group may include a plurality of battery cells. The computing apparatus may be configured to determine an average DCIR value based on the plurality of DCIR values and determine a relative DCIR threshold for at least one of the plurality of cell groups based on the average DCIR value. The computing apparatus may further be configured to provide an alert to a user in response to the DCIR value of the at least one of the plurality of cell groups exceeding the relative DCIR threshold.
1. An apparatus comprising:
a charger configured to charge a battery pack; and
a computing apparatus comprising one or more processors and operatively coupled to the charger, the computing apparatus configured to:
determine a relaxed voltage of each of a plurality of cell groups of the battery pack, wherein each cell group comprises a plurality of battery cells;
cause the charger to provide a current pulse to the battery pack;
determine a pulsed voltage of each of the plurality of cell groups during the current pulse; and
determine a direct current internal resistance (DCIR) value of each of the plurality of cell groups based on the relaxed voltages, the pulsed voltages, and the current pulse;
determine an average DCIR value based on the plurality of DCIR values;
determine a relative DCIR threshold for at least one of the plurality of cell groups based on the average DCIR value; and
provide an alert to a user in response to the DCIR value of the at least one of the plurality of cell groups exceeding the relative DCIR threshold.
2. The apparatus as in claim 1 , wherein the computing apparatus is further configured to:
determine a plurality of average DCIR values based on the plurality of DCIR values; and
determine a relative DCIR threshold for each of the plurality of cell groups based on the plurality of DCIR values.
3. The apparatus as in claim 1 , wherein each of the average DCIR values is an average of a subset of the DCIR values, wherein the subset of DCIR values includes at least one less DCIR value than a number of the plurality of DCIR values.
4. The apparatus as in claim 1 , wherein determining the relative DCIR threshold comprises adding a tolerance to the average DCIR value.
5. The apparatus as in claim 4 , wherein the tolerance is a percentage of the average DCIR value.
6. The apparatus as in claim 4 , wherein the tolerance is a predetermined number.
7. The apparatus as in claim 1 , wherein the computing apparatus is further configured to:
determine a temperature of at least one of the plurality of cell groups;
determine an absolute DCIR threshold for the at least one of the plurality of cell groups based on the temperature; and
provide an alert to the user in response to the DCIR value of the at least one of the plurality of cell groups exceeding the absolute DCIR threshold.
8. A system comprising:
a battery pack comprising a plurality of cell groups operatively coupled to each other in series, wherein each of the plurality of cell groups comprises a plurality of battery cells operatively coupled to each other in parallel;
a charger configured to charge the battery pack; and
a computing apparatus comprising one or more processors and operatively coupled to the charger and the battery pack, the computing apparatus configured to:
determine a relaxed voltage of each of a plurality of cell groups;
cause the charger to provide a current pulse to the battery pack;
determine a pulsed voltage of each of the plurality of cell groups during the current pulse; and
determine a direct current internal resistance (DCIR) value of each of the plurality of cell groups based on the relaxed voltages, the pulsed voltages, and the current pulse;
determine an average DCIR value based on the plurality of DCIR values;
determine a relative DCIR threshold for at least one of the plurality of cell groups based on the average DCIR value; and
provide an alert to a user in response to the DCIR value of the at least one of the plurality of cell groups exceeding the relative DCIR threshold.
9. The system as in claim 8 , wherein the computing apparatus is further configured to:
determine a plurality of average DCIR values based on the plurality of DCIR values; and
determine a relative DCIR threshold for each of the plurality of cell groups based on the plurality of DCIR values.
10. The system as in claim 8 , wherein each of the average DCIR values is an average of a subset of the DCIR values, wherein the subset of DCIR values includes at least one less DCIR value than a number of the plurality of DCIR values.
11. The system as in claim 8 , wherein determining the relative DCIR threshold comprises adding a tolerance to the average DCIR value.
12. The system as in claim 11 , wherein the tolerance is a percentage of the average DCIR value.
13. The system as in claim 11 , wherein the tolerance is a predetermined number.
14. The system as in claim 8 , wherein the computing apparatus is further configured to:
determine a temperature of at least one of the plurality of cell groups;
determine an absolute DCIR threshold for the at least one of the plurality of cell groups based on the temperature; and
provide an alert to the user in response to the DCIR value of the at least one of the plurality of cell groups exceeding the absolute DCIR threshold.
15. The system as in claim 8 , wherein the battery pack is disposed in a device.
16. A method comprising:
determining a relaxed voltage of each of a plurality of cell groups of a battery pack, wherein each cell group comprises a plurality of battery cells;
providing a current pulse to the battery pack using a charger;
determining a pulsed voltage of each of the plurality of cell groups during the current pulse; and
determining a direct current internal resistance (DCIR) value of each of the plurality of cell groups based on the relaxed voltages, the pulsed voltages, and the current pulse
determining an average DCIR value based on the plurality of DCIR values;
determining a relative DCIR threshold for at least one of the plurality of cell groups based on the average DCIR value; and
providing an alert to a user in response to the DCIR value of one of the plurality of cell groups exceeding the relative DCIR threshold.
17. The method of claim 16 , further comprising:
determining a plurality of average DCIR values based on the plurality of DCIR values; and
determining a relative DCIR threshold for each of the plurality of cell groups based on the plurality of DCIR values.
18. The method as in claim 16 , wherein the average DCIR values is an average of a subset of the DCIR values, wherein the subset of DCIR values includes at least one less DCIR value than a number of the plurality of DCIR values.
19. The method as in claim 16 , wherein determining the relative DCIR threshold comprises adding a tolerance to the average DCIR value.
20. The method as in claim 19 , wherein the tolerance is a percentage of the average DCIR value.
21. The method as in claim 19 , wherein the tolerance is a predetermined number.
22. The method as in claim 16 , further comprising:
determining a temperature of at least one of the plurality of cell groups;
determining an absolute DCIR threshold for the at least one of the plurality of cell groups based on the temperature; and
providing an alert to the user in response to the DCIR value of the at least one of the plurality of cell groups exceeding the absolute DCIR threshold.