Battery management apparatus and method
US-10444292-B2 · Oct 15, 2019 · US
US11959968B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-11959968-B2 |
| Application number | US-202117463841-A |
| Country | US |
| Kind code | B2 |
| Filing date | Sep 1, 2021 |
| Priority date | Sep 10, 2020 |
| Publication date | Apr 16, 2024 |
| Grant date | Apr 16, 2024 |
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A battery management method and system are provided. The method includes acquiring one or more parameters associated with the battery. The one or more parameters includes a current level, a voltage level, a State of Charge (SOC), and a temperature. The method includes determining a load and energy estimation model based on the one or more acquired parameters. The method includes identifying a power limit of the battery based on the load and energy estimation model. The method includes determining a power margin of the battery at a first usage time interval based on the identified power limit. The method includes performing one or more actions, based on a determination that the power margin of the battery exceeds a predefined threshold level.
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What is claimed is: 1. A battery management method comprising: determining, by a battery management system, a load and energy estimation model based on obtaining a pulse duration of a battery, a depth of discharge of the battery, a cut-off voltage associated with a pre-set voltage of the battery, and a temperature of the battery based on at least one acquired parameter associated with the battery, wherein the at least one parameter comprises a current level, a voltage level, a state of charge (SOC), a temperature, or a combination of at least two of the parameters thereof; identifying, by the battery management system, a power limit of the battery based on the load and energy estimation model; determining, by the battery management system, a power margin of the battery at a first usage time interval based on the identified power limit; and performing, by the battery management system, at least one action, based on a determination that the power margin of the battery exceeds a predefined threshold level. 2. The method of claim 1 , wherein the at least one parameter is acquired by the battery management system. 3. A battery management method comprising: determining, by a battery management system, a load and energy estimation model based on at least one acquired parameter associated with the battery, wherein the at least one parameter comprises a current level, a voltage level, a state of charge (SOC), a temperature, or a combination of at least two of the parameters thereof; identifying, by the battery management system, a power limit of the battery based on the load and energy estimation model; determining, by the battery management system, a power margin of the battery at a first usage time interval based on the identified power limit; and performing, by the battery management system, at least one action, based on a determination that the power margin of the battery exceeds a predefined threshold level, wherein the at least one action comprises notifying a user to close at least one application running in an electronic device, notifying the user to close at least one background application running in the electronic device, reducing a clock speed of a processor of the electronic device, notifying the user of a remaining capacity of the battery, notifying the user of a maximum current extractable from the battery at a discharge condition, notify the user of a temperature dependent effect of the battery, predicting a state of health (SOH) of the battery, providing a route based on power demands in a vehicle, notifying a user of the vehicle to charge the battery, or a combination of at least two of the actions thereof. 4. The method of claim 1 , wherein the load and energy estimation model is determined based on a change in at least one of an ambient temperature of the battery and a cell temperature of the battery. 5. The method of claim 1 , wherein the load and energy estimation model is determined when a discharge mode of the battery is changed from a first level to a second level. 6. The method of claim 3 , wherein the SOH of the battery is predicted by: obtaining a maximum current profile associated with a fresh battery; estimating a maximum current profile associated with the battery based on the load and energy estimation model; determining a ratio of the estimated maximum current profile associated with the battery with the maximum current profile associated with the fresh battery; and predicting the SOH of the battery based on the determined ratio. 7. A battery management system, comprising: one or more processors; a memory; and a load and energy estimation model configuration controller, coupled with the one or more processors and the memory, and configured to: determine a load and energy estimation model based on obtaining a pulse duration of a battery, a depth of discharge of the battery, a cut-off voltage associated with a pre-set voltage of the battery, and a temperature of the battery based on at least one acquired parameter associated with the battery, wherein the at least one parameter comprises a current level, a voltage level, a state of charge (SOC), a temperature, or a combination of at least two of the parameters thereof; identify a power limit of the battery based on the load and energy estimation model; determine a power margin of the battery at a first usage time interval based on the identified power limit; and perform at least one action based on a determination that the power margin of the battery exceeds a predefined threshold level. 8. The battery management system of claim 7 , wherein the at least one parameter is acquired by the battery management system. 9. The battery management system of claim 7 , wherein the at least one action comprises notifying a user to close at least one application running in an electronic device, notifying the user to close at least one background application running in the electronic device, reducing a clock speed of a processor of the electronic device, notifying the user of a remaining capacity of the battery, notifying the user of a maximum current extractable from the battery at a discharge condition, notifying the user of a temperature dependent effect of the battery, predicting a state of health (SOH) of the battery, providing a route based on power demands of a vehicle, notifying a user of the vehicle to charge the battery, or a combination of at least two of the actions thereof. 10. The battery management system of claim 7 , wherein the load and energy estimation model is determined based on a change in at least one of an ambient temperature of the battery and a cell temperature of the battery. 11. The battery management system of claim 7 , wherein the load and energy estimation model is determined when a discharge mode of the battery is changed from a first level to a second level. 12. The battery management system of claim 9 , wherein the SOH of the battery is predicted by: obtaining a maximum current profile associated with a fresh battery; estimating a maximum current profile associated with the battery based on the load and energy estimation model; determining a ratio of the estimated maximum current profile associated with the battery with the maximum current profile associated with the fresh battery; and predicting the SOH of the battery based on the determined ratio. 13. An apparatus, comprising: one or more processors, configured to: determine a load and energy estimation model based on obtaining a pulse duration of a battery, a depth of discharge of the battery, a cut-off voltage associated with a pre-set voltage of the battery, and a temperature of the battery based on an obtained parameter associated with a battery; identify a power limit of the battery based on the determined load and energy estimation model; determine a power margin of the battery at a usage time interval based on the identified power limit, and perform a user-based action when the power margin is determined to exceed a predetermined threshold level. 14. The apparatus of claim 13 , wherein the apparatus is at least one of an electronic device and an electric vehicle. 15. The apparatus of claim 13 , wherein the at least one battery-related parameter comprises a current level, a voltage level, a state of charge (SOC), and a temperature. 16. The apparatus of claim 13 , wherein the user-based action comprises at least one of notifying a user to close at least one application running in an electronic device, notifying the user to close at least one background application running in the electronic device, reducing a clock s
Software therefor, e.g. for battery testing using modelling or look-up tables · CPC title
responding to state of charge [SoC] · CPC title
responding to battery ageing, e.g. to the number of charging cycles or the state of health [SoH] · CPC title
with remote indication, e.g. on external chargers · CPC title
Arrangements for monitoring battery or accumulator variables, e.g. SoC · CPC title
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