Datong Liu

Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression

Datong Liu, Jingyue Pang, Jianbao Zhou et al. · Microelectronics Reliability · 2013 · 433 citations

Engineering, Service Life Prediction, Life Prediction +11

Lithium-ion battery remaining useful life estimation with an optimized Relevance Vector Machine algorithm with incremental learning

Datong Liu, Jianbao Zhou, Dawei Pan et al. · Measurement · 2014 · 254 citations

Incremental Learning, Engineering, Machine Learning +16

A hybrid statistical data-driven method for on-line joint state estimation of lithium-ion batteries

Yuchen Song, Datong Liu, Haitao Liao et al. · Applied Energy · 2020 · 239 citations

State Estimation, Nonlinear System Identification, Electrical Engineering +11

Lithium-ion battery remaining useful life estimation based on fusion nonlinear degradation AR model and RPF algorithm

Datong Liu, Yue Luo, Jie Liu et al. · Neural Computing and Applications · 2013 · 218 citations

Electric Battery, Engineering, Useful Life Estimation +8

Data-driven hybrid remaining useful life estimation approach for spacecraft lithium-ion battery

Yuchen Song, Datong Liu, Yang Chen et al. · Microelectronics Reliability · 2017 · 195 citations

Spacecraft Lithium-ion Battery, Engineering, Data Science +7