Junxiong Chen

SOC estimation for lithium-ion battery using the LSTM-RNN with extended input and constrained output

Junxiong Chen, Yu Zhang, Ji Wu et al. · Energy · 2022 · 284 citations

Electrical Engineering, Engineering, Lithium-ion Battery +6

State of charge estimation of lithium-ion battery using denoising autoencoder and gated recurrent unit recurrent neural network

Junxiong Chen, Feng Xiong, Lin Jiang et al. · Energy · 2021 · 178 citations

Electric Battery, Electrical Engineering, Engineering +7

State of charge estimation for lithium-ion batteries using gated recurrent unit recurrent neural network and adaptive Kalman filter

Junxiong Chen, Yu Zhang, Wenjiang Li et al. · Journal of Energy Storage · 2022 · 103 citations

State Estimation, Electric Battery, Electrical Engineering +11

State-of-charge estimation of lithium-ion battery based on clockwork recurrent neural network

Feng Xiong, Junxiong Chen, Zhongwei Zhang et al. · Energy · 2021 · 98 citations

Electric Battery, Electrical Engineering, Recurrent Neural Network +10

State of charge estimation of Lithium-ion battery using an improved fractional-order extended Kalman filter

Oluwole Olalekan Solomon, Wei Zheng, Junxiong Chen et al. · Journal of Energy Storage · 2022 · 69 citations

State Estimation, Nonlinear System Identification, Electric Battery +8