Method and system for determining open connections in a battery pack
A method and system to determine if there is an open cell in a battery pack of cells arranged in a lattice. Voltage measurements from each parallel cell group along with information on the battery pack topology are used to estimate the resistance of each cell group. The resistance of each cell group is calculated based on the measured voltage less a nominal open circuit voltage divided by the current level of the battery pack. The average cell group resistance of the battery pack is also calculated. The cell group resistances are analyzed statistically using the resistance of each cell group and the average cell group resistance to reveal outliers which are indicative of open cell groups.
1. A computer implemented method for determining open connections in a cell group of a battery pack, the battery pack comprising a plurality of cell groups connected in series, the cell groups comprising a plurality of battery cells connected in parallel, the method comprising:
measuring the voltage of each cell group of the plurality of cell groups as a function of time;
obtaining a current level of the battery pack as a function of time;
calculating the resistance of each cell group as a function of time based on the measured voltage less a nominal open circuit voltage divided by the current level of the battery pack;
calculating the average cell group resistance of the battery pack as a function of time;
determining that a cell group has an open connection based on the resistance of each cell group and the average cell group resistance; and
providing a signal in response to the determining step.
2. The computer implemented method of claim 1 , wherein determining that a cell group has an open connection comprises using statistical analysis.
3. The computer implemented method of claim 2 , wherein the statistical analysis includes comparing a mean cell group resistance to the average cell group resistance.
4. The computer implemented method of claim 1 , wherein obtaining the current level of the battery pack comprises measuring the current level of the battery pack.
5. The computer implemented method of claim 1 , wherein obtaining the current level of the battery pack comprises calculating the estimated current level of the battery pack.
6. The computer implemented method of claim 2 , wherein the statistical analysis includes determining a standard deviation of the cell group resistance based on the average cell group resistance and a mean cell group resistance.
7. The computer implemented method of claim 1 , wherein the signal in response to the determining step is selected from the group consisting of a Warning message for a possible open cell in a cell group and an Alert message based on a high confidence of an open in a cell group.
8. The computer implemented method of claim 7 , further including determining whether the average cell group resistance minus the mean cell group resistance is greater than a multiple of the standard deviation and wherein the Warning message is provided in response to the average cell group resistance minus the mean cell group resistance being less than the a multiple of the standard deviation and the Alert message being provided in response to the average cell group resistance minus the mean cell group resistance being equal to or greater than the a multiple of the standard deviation.
9. The computer implemented method of claim 6 , wherein determining a standard deviation of the cell group resistance includes setting tuning parameter as a function of temperature.
10. A computer system for determining open connections in a cell group of a battery pack, the battery pack comprising a plurality of cell groups connected in series, the cell groups comprising a plurality of battery cells connected in parallel, comprising:
one or more computer processors;
one or more non-transitory computer-readable storage media;
program instructions, stored on the one or more non-transitory computer-readable storage media, which when implemented by the one or more processors, cause the computer system to perform the steps of:
measuring the voltage of each cell group of the plurality of cell groups as a function of time;
obtaining a current level of the battery pack as a function of time;
calculating the resistance of each cell group as a function of time based on the measured voltage less a nominal open circuit voltage divided by the current level of the battery pack;
calculating the average cell group resistance of the battery pack as a function of time;
determining that a cell group has an open connection based on the resistance of each cell group and the average cell group resistance; and
providing a signal in response to the determining step.
11. The computer system of claim 10 , wherein determining that a cell group has an open connection comprises using statistical analysis.
12. The computer system of claim 11 , wherein the statistical analysis includes comparing a mean cell group resistance to the average cell group resistance.
13. The computer system of claim 10 , wherein obtaining the current level of the battery pack comprises measuring the current level of the battery pack.
14. The computer system of claim 10 , wherein obtaining the current level of the battery pack comprises calculating the estimated current level of the battery pack.
15. The computer system of claim 11 , wherein the statistical analysis includes determining a standard deviation of the cell group resistance based on the average cell group resistance and a mean cell group resistance.
16. The computer system of claim 10 , wherein the signal in response to the determining step is selected from the group consisting of a Warning message for a possible open cell in a cell group and an Alert message based on a high confidence of an open in a cell group.
17. The computer system of claim 16 , further including determining whether the average cell group resistance minus the mean cell group resistance is greater than a multiple of the standard deviation and wherein the Warning message is provided in response to the average cell group resistance minus the mean cell group resistance being less than the a multiple of the standard deviation and the Alert message being provided in response to the average cell group resistance minus the mean cell group resistance being equal to or greater than the a multiple of the standard deviation.
18. The computer system of claim 15 , wherein determining a standard deviation of the cell group resistance includes setting tuning parameter as a function of temperature.
19. A computer program product comprising:
program instructions on a computer-readable storage medium, where execution of the program instructions using a computer causes the computer to perform a method for determining open connections in a cell group of a battery pack, the battery pack comprising a plurality of cell groups connected in series, the cell groups comprising a plurality of battery cells connected in parallel, comprising:
measuring the voltage of each cell group of the plurality of cell groups as a function of time;
obtaining a current level of the battery pack as a function of time;
calculating the resistance of each cell group as a function of time based on the measured voltage less a nominal open circuit voltage divided by the current level of the battery pack;
calculating the average cell group resistance of the battery pack as a function of time;
determining that a cell group has an open connection based on the resistance of each cell group and the average cell group resistance; and
providing a signal in response to the determining step.
20. The computer program product of claim 19 , wherein determining that a cell group has an open connection comprises using statistical analysis.
21. The computer program product of claim 20 , wherein the statistical analysis includes comparing a mean cell group resistance to the average cell group resistance.
22. The computer program product of claim 19 , wherein obtaining the current level of the battery pack comprises measuring the current level of the battery pack.
23. The computer program product of claim 19 , wherein obtaining the current level of the battery pack comprises calculating the estimated current level of the battery pack.
24. The computer program product of claim 20 , wherein the statistical analysis includes determining a standard deviation of the cell group resistance based on the average cell group resistance and a mean cell group resistance.
25. The computer program product of claim 19 , wherein the signal in response to the determining step is selected from the group consisting of a Warning message for a possible open cell in a cell group and an Alert message based on a high confidence of an open in a cell group.
26. The computer program product of claim 25 , further including determining whether the average cell group resistance minus the mean cell group resistance is greater than a multiple of the standard deviation and wherein the Warning message is provided in response to the average cell group resistance minus the mean cell group resistance being less than the a multiple of the standard deviation and the Alert message being provided in response to the average cell group resistance minus the mean cell group resistance being equal to or greater than the a multiple of the standard deviation.
27. The computer program product of claim 24 , wherein determining a standard deviation of the cell group resistance includes setting tuning parameter as a function of temperature.