Qiao Zhu

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

A state of charge estimation method for lithium-ion batteries based on fractional order adaptive extended kalman filter

Qiao Zhu, Mengen Xu, Weiqun Liu et al. · Energy · 2019 · 184 citations

State Estimation, Nonlinear System Identification, Adaptive Filter +8

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