Gaoqi Lian

Deep convolutional neural network based closed-loop SOC estimation for lithium-ion batteries in hierarchical scenarios

Qiao Wang, Min Ye, Meng Wei et al. · Energy · 2022 · 87 citations

Electric Battery, Electrical Engineering, Engineering +7

Co-estimation of state of charge and capacity for lithium-ion battery based on recurrent neural network and support vector machine

Qiao Wang, Min Ye, Meng Wei et al. · Energy Reports · 2021 · 53 citations · Full text

Integrating mechanism and machine learning based capacity estimation for LiFePO4 batteries under slight overcharge cycling

Meng Wei, Min Ye, Chuanwei Zhang et al. · Energy · 2024 · 53 citations

Electric Battery, Electrical Engineering, Engineering +12

An improved model combining machine learning and Kalman filtering architecture for state of charge estimation of lithium-ion batteries

Yan Li, Min Ye, Qiao Wang et al. · Green Energy and Intelligent Transportation · 2024 · 47 citations · Full text

Robust state of charge estimation of LiFePO4 batteries based on Sage_Husa adaptive Kalman filter and dynamic neural network

Meng Wei, Min Ye, C. Zhang et al. · Electrochimica Acta · 2024 · 45 citations

State Estimation, Nonlinear System Identification, Electrical Engineering +9