| CPC B60L 58/16 (2019.02) [G01R 31/367 (2019.01); G01R 31/392 (2019.01)] | 20 Claims |
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1. A system for monitoring a battery assembly, comprising:
a processing device configured to receive measurement data from a plurality of battery components, the processing device configured to perform:
inputting the measurement data to a battery model, the battery model configured to determine battery parametric data, the parametric data configured to be used to determine whether the battery assembly is in a healthy condition; and
based on the battery model, acquiring the parametric data, and performing:
extracting statistical information based on at least one parameter of each battery component of the plurality of battery components;
inputting the statistical information to a failure identification module, the failure identification module including a first classifier configured to determine whether the battery assembly is in a failure condition based on the statistical information; and
outputting a health indicator, the health indicator having a first value indicating that the battery assembly is healthy based on first classifier determining that the battery assembly is in the healthy condition, and the health indicator having a faulty value based on the first classifier determining that the battery assembly is in a failure condition.
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