Hybrid genetic algorithm method for efficient and robust evaluation of remaining useful life of supercapacitors

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

Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches †

Salah Bouktif, Ali Fiaz, Ali Ouni et al. · Energies · 2018 · 902 citations · Full text

Computing, Electrical Engineering, Feature Engineering +16

Energy-management system for a hybrid electric vehicle, using ultracapacitors and neural networks

José Moreno, M. Ortuzar, J. Dixon · IEEE Transactions on Industrial Electronics · 2006 · 738 citations · Full text

Engineering, Automotive Engineering, Electrical Engineering +17

State-of-charge estimation of lithium-ion batteries based on gated recurrent neural network

Fangfang Yang, Weihua Li, Chuan Li et al. · Energy · 2019 · 529 citations

Engineering, Computer Science, Electrical Engineering +16

Applications of Phosphorene and Black Phosphorus in Energy Conversion and Storage Devices

Jinbo Pang, Alicja Bachmatiuk, Yin Yin et al. · Advanced Energy Materials · 2017 · 510 citations

Natural Sciences, Chemistry, Materials Science +17