Hongao Liu

Prognostics of battery capacity based on charging data and data-driven methods for on-road vehicles

Zhongwei Deng, Le Xu, Hongao Liu et al. · Applied Energy · 2023 · 195 citations

Engineering, Data Science, Including Vehicle-to-grid +10

Rapid health estimation of in-service battery packs based on limited labels and domain adaptation

Zhongwei Deng, Le Xu, Hongao Liu et al. · Journal of Energy Chemistry · 2023 · 91 citations

Electric Battery, Electrical Engineering, Rapid Health Estimation +8

Multi-modal framework for battery state of health evaluation using open-source electric vehicle data

Hongao Liu, Chang Li, Xiaosong Hu et al. · Nature Communications · 2025 · 84 citations · Full text

Engineering, Data Science, Energy Management +11

Co-estimation of state of charge and state of health for 48 V battery system based on cubature Kalman filter and H-infinity

Zhansheng Ning, Zhongwei Deng, Jinwen Li et al. · Journal of Energy Storage · 2022 · 46 citations

State Estimation, Nonlinear System Identification, Electrical Engineering +5

Big field data-driven battery pack health estimation for electric vehicles: A deep-fusion transfer learning approach

Hongao Liu, Zhongwei Deng, Yunhong Che et al. · Mechanical Systems and Signal Processing · 2024 · 36 citations

Engineering, Machine Learning, Data Science +7