The invention relates to the technical field of battery safety, and discloses a battery
thermal runaway early warning method and device,
computer equipment and a storage medium, and the method comprises the steps: obtaining a vehicle group feature
library which comprises a charging and discharging
feature set of at least one vehicle and a state
label of the vehicle, and the state
label is used for representing whether the vehicle is a
thermal runaway vehicle; screening a target charging and discharging feature associated with the state tag from the charging and discharging
feature set of each vehicle; and calculating an abnormal
score of the vehicle based on the
outlier degree between the target charging and discharging characteristics of the vehicle and the vehicle group characteristics in the vehicle group characteristic
library, and performing risk early warning operation on the vehicle based on the abnormal
score. According to the method, the problems that in existing
sudden death type
thermal runaway early warning, due to the fact that vehicle end signals such as single
voltage are not obviously abnormal, a traditional model depends on the historical characteristic evolution trend of a
single vehicle and single threshold setting, and the characteristic association between the
single vehicle and a vehicle group is ignored,
risk characteristics cannot be effectively captured are solved.