Jie Hou

State-of-health estimation and remaining useful life prediction for the lithium-ion battery based on a variant long short term memory neural network

Penghua Li, Zijian Zhang, Qingyu Xiong et al. · Journal of Power Sources · 2020 · 430 citations

Electric Battery, Electrical Engineering, Engineering +15

An end-to-end neural network framework for state-of-health estimation and remaining useful life prediction of electric vehicle lithium batteries

Penghua Li, Zijian Zhang, Radu Grosu et al. · Renewable and Sustainable Energy Reviews · 2021 · 222 citations

Engineering, Machine Learning, Data Science +12

Gray-Box Parsimonious Subspace Identification of Hammerstein-Type Systems

Jie Hou, Fengwei Chen, Penghua Li et al. · IEEE Transactions on Industrial Electronics · 2020 · 103 citations

State Estimation, Nonlinear System Identification, Parameter Identification +15

Robust lithium-ion state-of-charge and battery parameters joint estimation based on an enhanced adaptive unscented Kalman filter

Jie Hou, Jiawei Liu, Fengwei Chen et al. · Energy · 2023 · 101 citations

State Estimation, Robust Lithium-ion State-of-charge, Nonlinear System Identification +7

Bias-Correction Errors-in-Variables Hammerstein Model Identification

Jie Hou, Hao Su, Chengpu Yu et al. · IEEE Transactions on Industrial Electronics · 2022 · 94 citations

State Estimation, Nonlinear System Identification, Parameter Identification +15