CPC G01R 31/396 (2019.01) [G01R 31/367 (2019.01); G01R 31/374 (2019.01); G01R 31/3842 (2019.01); G01R 31/389 (2019.01); G01R 31/392 (2019.01); G06F 30/27 (2020.01); H01M 10/425 (2013.01); H01M 10/48 (2013.01); H01M 10/482 (2013.01); H01M 10/486 (2013.01); H01M 2010/4271 (2013.01); H01M 2010/4278 (2013.01); H01M 2220/20 (2013.01)] | 9 Claims |
1. A system configured to estimate a battery state of a battery comprising:
a sensor connected to the battery that measures sensor data comprising at least one of a voltage, current, or temperature of the battery;
a first processor collocated with the battery, wherein the first processor comprises a first state estimator configured to estimate the battery state using a model operating on the sensor data associated with the battery, wherein the first state estimator receives the sensor data from the sensor; and
a second processor operating on a cloud computing server, wherein the second processor comprises a second state estimator configured to, at a first frequency, estimate a set of parameters associated with the model based on a set of sensor data associated with a plurality of batteries, wherein the second processor transmits the set of parameters to the first state estimator; wherein the battery state is estimated at a second frequency that is greater than the first frequency.
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