State‐of‐health estimation for the lithium‐ion battery based on gradient boosting decision tree with autonomous selection of excellent features

Lithium-ion battery SOC/SOH adaptive estimation via simplified single particle model

(2020) Zhaohui Cen et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

An online state of health estimation method based on battery management system monitoring data

(2020) Fang Liu et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Modeling of lithium plating and lithium stripping in lithium-ion batteries

(2019) Christian von Lüders et al.   JOURNAL OF POWER SOURCES

A novel Gaussian process regression model for state-of-health estimation of lithium-ion battery using charging curve

(2018) Duo Yang et al.   JOURNAL OF POWER SOURCES

Random forest regression for online capacity estimation of lithium-ion batteries

(2018) Yi Li et al.   APPLIED ENERGY

Fractional‐order modeling and SOC estimation of lithium‐ion battery considering capacity loss

(2018) Shuxian Li et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

A data-driven remaining capacity estimation approach for lithium-ion batteries based on charging health feature extraction

(2018) Peiyao Guo et al.   JOURNAL OF POWER SOURCES

A comparative study of global optimization methods for parameter identification of different equivalent circuit models for Li-ion batteries

(2018) Xin Lai et al.   ELECTROCHIMICA ACTA

A novel health indicator for on-line lithium-ion batteries remaining useful life prediction

(2016) Yapeng Zhou et al.   JOURNAL OF POWER SOURCES

An integrated unscented kalman filter and relevance vector regression approach for lithium-ion battery remaining useful life and short-term capacity prediction

(2015) Xiujuan Zheng et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Prognostics of lithium-ion batteries based on relevance vectors and a conditional three-parameter capacity degradation model

(2013) Dong Wang et al.   JOURNAL OF POWER SOURCES

Battery Management Systems in Electric and Hybrid Vehicles

(2011) Yinjiao Xing et al.   Energies

Corrigendum to “Robust health evaluation of gearbox subject to tooth failure with wavelet decomposition” [J. Sound Vib. 324 (2009) 1141–1157]

(2011) Dong Wang et al.   JOURNAL OF SOUND AND VIBRATION

Remaining useful life estimation – A review on the statistical data driven approaches

(2010) Xiao-Sheng Si et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Sensor Systems for Prognostics and Health Management

(2010) Shunfeng Cheng et al.   SENSORS