Research on Thermal Runaway Forewarning Method of Power Battery Based on BP Neural Network
This paper proposes a rapid prediction method for the thermal runaway of power batteries based on BP neural network,which solves the problem that the thermal runaway forewarning of power batteries cannot be effectively warned at present.Through the test,it is found that the methods accuracy in prediting the thermal runaway of the power battery is 97%,which can effectively reduce the risk of thermal runaway of power battery and improve vehicle safety.
BP neural networkpower batterythermal runawaysafety forewarning
万方数据
维普
