Method for predicting battery health in consideration of temperature of battery management system
US-10211487-B2 · Feb 19, 2019 · US
US11150305B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11150305-B2 |
| Application number | US-201916560803-A |
| Country | US |
| Kind code | B2 |
| Filing date | Sep 4, 2019 |
| Priority date | Sep 4, 2019 |
| Publication date | Oct 19, 2021 |
| Grant date | Oct 19, 2021 |
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A method of estimating the residual energy of a battery. The method comprises determining the battery's state of charge (SOC) and dischargeable capacity to determine the battery's state of energy (SOE), determining the battery's reference dischargeable energy (Eref) and total dischargeable energy (Etot), and comparing the state of energy to the total dischargeable energy to find the residual energy of the battery. The various functions of the method use battery current, cell temperature, and state of health (SOH) as variables for consideration.
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What is claimed is: 1. A method of estimating the residual energy of a battery, comprising: determining a state of charge (SOC) of the battery; determining a dischargeable capacity of the battery as a function of a battery current, a cell temperature, and a state of health (SOH) of the battery; correcting the state of charge (SOC) of the battery as a function the state of charge (SOC) of the battery and the dischargeable capacity of the battery; determining a state of energy (SOE) of the battery as a function of the corrected state of charge (SOC), the cell temperature, and the state of health (SOH) of the battery; determining a reference dischargeable energy (E ref ) of the battery as a function of a specific constant C-rate, the cell temperature, and the state of health (SOH) of the battery; determining a total dischargeable energy (E tot ) of the battery as a function of the battery current, the cell temperature, the reference dischargeable energy (E ref ) of the battery, and the state of health (SOH) of the battery; and determining the residual energy of the battery as a function of the state of energy (SOE) of the battery and the total dischargeable energy (E tot ) of the battery. 2. The method of claim 1 , wherein the battery current value is smoothed by a moving average filter operating with a specific sample time. 3. The method of claim 1 , wherein the dischargeable capacity of the battery is determined by a look-up table constructed using empirical data. 4. The method of claim 1 , wherein the dischargeable capacity of the battery is determined by use of model-based results. 5. The method of claim 1 , wherein the reference dischargeable energy (E ref ) of the battery is determined by a look-up table constructed using empirical data. 6. The method of claim 1 , wherein the reference dischargeable energy (E ref ) of the battery is determined by use of model-based results. 7. The method of claim 1 , wherein the total dischargeable energy (E tot ) of the battery is determined by a look-up table constructed using empirical data. 8. The method of claim 1 , wherein the total dischargeable energy (E tot ) of the battery is determined by use of model-based results. 9. The method of claim 1 , wherein the state of energy (SOE) of the battery is determined by a look-up table constructed using empirical data. 10. The method of claim 1 , wherein the state of energy (SOE) of the battery is determined by use of model-based results. 11. A vehicle including a battery, wherein the battery includes a residual energy, and wherein the residual energy is estimated by a method comprising: determining a state of charge (SOC) of the battery; determining a dischargeable capacity of the battery as a function of a battery current, a cell temperature, and a state of health (SOH) of the battery; correcting the state of charge (SOC) of the battery as a function the state of charge (SOC) of the battery and the dischargeable capacity of the battery; determining a state of energy (SOE) of the battery as a function of the corrected state of charge (SOC), the cell temperature, and the state of health (SOH) of the battery; determining a reference dischargeable energy (E ref ) of the battery as a function of a specific constant C-rate, the cell temperature, and the state of health (SOH) of the battery; determining a total dischargeable energy (E tot ) of the battery as a function of the battery current, the cell temperature, the reference dischargeable energy (E ref ) of the battery, and the state of health (SOH) of the battery; and determining the residual energy of the battery as a function of the state of energy (SOE) of the battery and the total dischargeable energy (E tot ) of the battery. 12. The vehicle of claim 11 , wherein the battery current value is smoothed by a moving average filter operating with a specific sample time. 13. The vehicle of claim 11 , wherein the dischargeable capacity of the battery is determined by a look-up table constructed using empirical data. 14. The vehicle of claim 11 , wherein the dischargeable capacity of the battery is determined by use of model-based results. 15. The vehicle of claim 11 , wherein the reference dischargeable energy (E ref ) of the battery is determined by a look-up table constructed using empirical data. 16. The vehicle of claim 11 , wherein the reference dischargeable energy (E ref ) of the battery is determined by use of model-based results. 17. The vehicle of claim 11 , wherein the total dischargeable energy (E tot ) of the battery is determined by a look-up table constructed using empirical data. 18. The vehicle of claim 11 , wherein the total dischargeable energy (E tot ) of the battery is determined by use of model-based results. 19. The vehicle of claim 11 , wherein the state of energy (SOE) of the battery is determined by a look-up table constructed using empirical data. 20. The vehicle of claim 11 , wherein the state of energy (SOE) of the battery is determined by use of model-based results.
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responding to battery ageing, e.g. to the number of charging cycles or the state of health [SoH] · CPC title
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Energy storage systems for electromobility, e.g. batteries · CPC title
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