The invention relates to the technical field of battery monitoring, in particular to a method and
system for evaluating the service life of a battery, and the method comprises the following steps: obtaining a
voltage change sequence, analyzing a sudden change fallback period, extending and tracking a
voltage and temperature path
pairing trend, recognizing a direction sudden change node, and extracting
internal resistance response abnormity; and screening a repetition period and comparing a multi-parameter change sequence to obtain a life state
evaluation result. According to the method, abnormal nodes in
voltage changes are extracted in a structured mode, a life fluctuation section is delimited by combining the deviation relation between the voltage and the temperature trend, temperature path direction changes are extended to recognize periodic abrupt
change points, jump and trend fracture characteristics in
internal resistance response are tracked, and
time sequence correlation among various types of parameters is established; a periodic sequence covering the voltage, temperature and
internal resistance change process is formed, the recognition capacity of the life fluctuation stage under the multi-parameter interaction background is enhanced, and linkage analysis and periodic positioning of key degradation characteristics in variable working conditions are supported.