The application discloses a
lithium battery operation state
evaluation system and method based on
data analysis, relates to the technical field of
lithium battery operation state evaluation, collects electric excitation response data of a battery under different measurement parameters, generates an
impedance spectrum tensor, carries out normalization
processing on the
impedance spectrum tensor along a temperature dimension, outputs a temperature decoupling impedance
tensor, decomposes the temperature decoupling impedance tensor along a rate dimension, outputs a rate separation impedance matrix, extracts static
contact impedance from the rate separation impedance matrix, carries out trend deduction along a
state of charge dimension, outputs a charge decoupling impedance sequence, decomposes the charge decoupling impedance sequence, outputs a
contact impedance fluctuation sequence, carries out filtering
processing on the rate separation impedance matrix according to the
contact impedance fluctuation sequence, outputs a corrected
internal resistance spectrum, calculates a real health state of the battery based on the corrected
internal resistance spectrum and carries out determination, and outputs a battery health state
signal.