Battery Thermal Runaway Fault Prognosis in Electric Vehicles Based on Abnormal Heat Generation and Deep Learning Algorithms - Li, Da; Liu, Peng; Zhang, Zhaosheng; Zhang, Lei; Deng, Junjun; Wang, Zhenpo; Dorrell, David G.; Li, Weihan; Sauer, Dirk Uwe (IEEE transactions on power electronics, 2022)
Keywords: Algorithms; Artificial neural networks; Batteries; Computer memory; Computing time; Convolutional neural network (CNN); Convolutional neural networks; Deep learning; Driving conditions; Electric vehicles; electric vehicles (EVs); fault prognosis; Heat generation; Heating systems; Lithium; lithium-ion batteries; long short-term memory neural network (LSTM); Machine learning; Neural networks; Optimization; Predictive models; Principal components analysis; Prognosis; Prognostics and health management; Temperature measurement; Temperature sensors; Thermal runaway