Estimation of state-of-health in batteries
View Patent ↗Estimation of a state-of-health (SOH) in a battery are disclosed. An example technique includes determining if a terminal voltage of the chemical battery differs from a calculated terminal voltage. In response to determining that the terminal voltage of the chemical battery differs from the calculated terminal voltage, calculating a range of voltages by taking the convolution of a terminal current of the chemical battery with a range of impulse responses from a look up table of impulse responses corresponding to different SOH. The technique further includes comparing the terminal voltage of the chemical battery with the range of calculated voltages to determine a second impulse response that corresponds to the case where the terminal voltage matches the calculated voltage. The look up table of impulse responses corresponding to different SOHs is then used to determine the SOH of the chemical battery from the second impulse response.
1. An apparatus, comprising:
a battery;
a state-of-charge (SOC) estimator configured to receive information from the battery;
a first look up table coupled to the SOC estimator, the first look up table comprising impulse responses related to different states-of-charge and temperatures for a healthy battery;
a second look up table receiving a measured temperature of the battery, the second look up table comprising impulse responses corresponding to different faults, wherein the second look up table comprises impulse responses related to different temperatures for an unhealthy battery;
a first convolution device configured to access the first look up table and communicatively coupled to a pattern recognition device, wherein the pattern recognition device is configured to compare waveforms;
a second convolution device configured to access the second look up table and communicatively coupled to the pattern recognition device; and
the pattern recognition device, wherein the pattern recognition device is further configured to receive information from the battery, the first convolution device, and the second convolution device, and wherein the pattern recognition device receives a calculated voltage of the battery, a measured voltage of the battery, and a calculated range of voltages and, based, at least in part, on the comparison of waveforms, outputs an indication of at least one of: a state-of-health of the battery, a possible fault of the battery, and a lifetime of the battery.
2. The apparatus of claim 1 , wherein the SOC estimator receives a measured terminal current of the battery, the measured temperature of the battery, and the measured voltage of the battery, and the SOC estimator outputs a state-of-charge of the battery.
3. The apparatus of claim 1 , wherein the first convolution device receives an impulse response and outputs the calculated voltage of the battery to the pattern recognition device.
4. The apparatus of claim 1 , wherein the second convolution device receives a range of impulse responses from the second look up table and outputs the calculated range of voltages.