The invention relates to the field of
safety monitoring of
power equipment, and provides an ultra-early-stage
lithium ion battery
thermal runaway early warning system which is applied to the interior of a battery prefabricated cabin. The
data acquisition module is used for acquiring initial temperature rise change curve data, initial
combustible gas concentration data, initial
electrolyte volatile liquid data and initial
particle number data in the charging process of the
lithium ion battery; the
data processing module is used for carrying out sorting and dimension reduction on the initial temperature rise change curve data, the initial
combustible gas concentration data, the initial
electrolyte volatile liquid data and the initial
particle number data through a
principal component analysis method to obtain
lithium ion battery characteristic data; the fire-fighting prediction module is used for inputting the
lithium ion battery characteristic data into the fire-fighting state evaluation model to obtain the current fire-fighting state of the battery prefabricated cabin; the early warning generation module is used for judging the
thermal runaway state of the corresponding
lithium ion battery based on the current fire-fighting state and generating early warning signals of different levels based on the
thermal runaway state; and the early warning response module is used for taking corresponding safety measures according to the early warning signals of different levels. According to the invention, ultra-early warning of thermal runaway of the container type
lithium ion battery is realized, corresponding safety measures can be taken in time, and occurrence of false alarms and missing alarms is effectively reduced.