Intelligent algorithms and control strategies for battery management system in electric vehicles: Progress, challenges and future outlook

Thermal runaway caused fire and explosion of lithium ion battery

Qingsong Wang, Ping Ping, Xuejuan Zhao et al. · Journal of Power Sources · 2012 · 3K citations

Engineering, Chemical Engineering, Materials Science +14

Deep learning applications and challenges in big data analytics

Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar et al. · Journal Of Big Data · 2015 · 2.6K citations · Full text

Computing, Computer Science, Data Science +9

Long Short-Term Memory Recurrent Neural Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

Yongzhi Zhang, Rui Xiong, Hongwen He et al. · IEEE Transactions on Vehicular Technology · 2018 · 1.3K citations

Computing, Computer Science, Forecasting +16

Prognostics of lithium-ion batteries based on Dempster–Shafer theory and the Bayesian Monte Carlo method

Wei He, Nicholas Williard, Michael Osterman et al. · Journal of Power Sources · 2011 · 1K citations

Computing, Computational Engineering, Bayesian Data Analysis +15

Critical Review on the Battery State of Charge Estimation Methods for Electric Vehicles

Rui Xiong, Jiayi Cao, Quanqing Yu et al. · IEEE Access · 2017 · 954 citations · Full text

Engineering, Automotive Engineering, Electrical Engineering +17