Method for determining battery internal resistance
View Patent ↗A method of determining an internal resistance of a energy source that can be modeled as a voltage generator with a series resistance, such as but not limited to a battery or ultracapacitor. The internal resistance may be determined by averaging one or more weighting internal resistance values calculated from a number of sampled current and/or voltage measurement taken from the energy source.
1. A method of determining internal resistance of a vehicle battery used to power one or more vehicle loads, the method comprising:
periodically sampling current and voltage outputted from the battery to determine sampled current and voltage values;
filtering the sampled current and voltage values into switching events, each switching event including at least one sampled current value, defined as a peak current value, that is greater than a current threshold;
determining an internal resistance value for each of the switching events by averaging a division of the voltage value by the current value sampled at the same time for each voltage value and current value corresponding with each of the peak current values;
weighting a ‘q’ number of the internal resistance values;
determining the internal resistance to be an average of the weighted internal resistance values; and
arranging the sampled current and voltage values into the same switching event if the sampled current and voltage values occur between a beginning and ending defined for each switching event, the beginning corresponding with the first sampled current value above the current threshold and the ending corresponding with the first successive sampled current value below the current threshold.
2. The method of claim 1 further comprising multiplying each of the ‘q’ number of internal resistance values by a K value wherein the K value assigned to more recent internal resistance values are greater than the K value assigned to less recent internal resistance values.
3. The method of claim 1 further comprising multiplying each of the ‘q’ number of internal resistance values by a K value wherein the K value assigned to internal resistance values resulting from larger current peaks are greater than the K value assigned to internal resistance values resulting from smaller current peaks.
4. The method of claim 1 wherein the more recent internal resistance values are weighted more than less recent internal resistance values and the internal resistance values resulting from greater current peaks are weighted more than internal resistance values resulting from lesser current peaks.
5. The method of claim 1 further comprising multiplying each of the ‘q’ number of internal resistance values by a K value wherein the K value is determined by the following formula:
K i =K 0 ·I i 2 ·( q −( i− 1))
where K o is a constant, I is the sampled current value, and “i” is one of the “q” number of the internal resistance values numbered from more recent, “1”, to older, “q”.
6. The method of claim 1 further comprising determining the peaks to correspond with a last sampled one of successes increases of at least two successive increases in sampled current above the current threshold.
7. The method of claim 1 further comprising dividing the sampled peak current values and voltage values after transforming the peak current values and voltage values into the power domain.
8. The method of claim 7 wherein the peak current values and voltage values are transformed into the power domain by multiplying the peak current value by the voltage value and then dividing by the square of the peak current value.
9. A method of determining internal resistance comprising:
periodically sampling current and voltage outputted from an energy source;
determining an internal resistance values by dividing a selected one or more of the sampled voltage values by the current value sampled at the same time;
weighting a ‘q’ number of the internal resistance values by the following formula:
K i =K 0 ·I i 2 ·( q −( i− 1))
where K o is a constant, I is the sampled current value, and “i” is one of the “q” number of the internal resistance values numbered from more recent, “1”, to older, “q”; and
averaging the weighted internal resistance values to determine the internal resistance.
10. The method of claim 9 further comprising transforming the selected peak current values and voltage values into the power domain before dividing the selected values to determine the internal resistance values.
11. The method of claim 10 wherein the peak current values and voltage values are transformed into the power domain by multiplying the peak current value by the voltage value and then dividing by the square of the peak current value.
12. A method of determining internal resistance of a vehicle battery used to power one or more vehicle loads, the method comprising:
periodically sampling current and voltage outputted from the battery to determine sampled current and voltage values;
transforming the sampled current and voltage into the power domain by multiplying the voltage value by the corresponding current value and squaring the current value;
arranging the transformed current and voltage values into switching events, each switching event including at least one peak defined by a sampled current value being greater than a current threshold, each peak being a last sampled one of successive increases of at least two successive increases in sample current values greater than the current threshold;
determining an internal resistance value for each of the switching events by averaging a division of each of the transformed current and voltage values corresponding with each peak within the switching event; and
determining the internal resistance to be an average of the internal resistance values.
13. The method of claim 12 further comprising weighting the internal resistance values and determining the internal resistance to be the average of the weighted internal resistance values.
14. The method of claim 13 further comprising weighting the more recent internal resistance values more than less recent internal resistance values.
15. The method of claim 13 wherein internal resistance values resulting from larger peaks are weighted more than internal resistance values resulting from smaller peaks.
16. The method of claim 13 wherein the more recent internal resistance values are weighted more than less recent internal resistance values and the internal resistance values resulting from greater peaks are weighted more than internal resistance values resulting from lesser peaks.
17. The method of claim 13 wherein the internal resistance values are weighted by the following formula:
K i =K 0 ·I i 2 ·( q −( i− 1))
where K o is a constant, I is the sampled current value, and “i” is one of the “q” number of the internal resistance values numbered from more recent, “1”, to older, “q”.
18. The method of claim 13 further comprising requiring at least two consecutive increases in sampled current values to occur before determining the sampled current and voltage values associated with the last of the at least two consecutive current increases to be the current and voltage values corresponding with the peak.
19. The method of claim 18 further comprising requiring the first of the at least two consecutive increases in current to be greater than a current threshold.
20. The method of claim 12 further comprising arranging the sampled current and voltage values into the same switching event if the sampled current and voltage values occur between a beginning and ending defined for each switching event, the beginning corresponding with the first sampled current value above the current threshold and the ending corresponding with the first successive sampled current value below the current threshold.