Lithium-Ion Battery SOH Estimation Based on XGBoost Algorithm with Accuracy Correction

Aging behavior of lithium iron phosphate based 18650-type cells studied by in situ neutron diffraction

(2017) Neelima Paul et al.   JOURNAL OF POWER SOURCES

Ensemble Learning for Short-Term Traffic Prediction Based on Gradient Boosting Machine

(2017) Senyan Yang et al.   Journal of Sensors

State-of-health monitoring of lithium-ion battery modules and packs via incremental capacity peak tracking

(2016) Caihao Weng et al.   APPLIED ENERGY

Lithium-ion batteries remaining useful life prediction based on a mixture of empirical mode decomposition and ARIMA model

(2016) Yapeng Zhou et al.   MICROELECTRONICS RELIABILITY

A novel multistage Support Vector Machine based approach for Li ion battery remaining useful life estimation

(2015) Meru A. Patil et al.   APPLIED ENERGY

A support vector machine-based state-of-health estimation method for lithium-ion batteries under electric vehicle operation

(2014) Verena Klass et al.   JOURNAL OF POWER SOURCES

A design methodology for semi-physical fuzzy models applied to the dynamic characterization of LiFePO4 batteries

(2013) Luciano Sánchez et al.   APPLIED SOFT COMPUTING

Adaptive State of Charge Estimation for Li-Ion Batteries Based on an Unscented Kalman Filter with an Enhanced Battery Model

(2013) Zhiwei He et al.   Energies

Online battery state of health estimation based on Genetic Algorithm for electric and hybrid vehicle applications

(2013) Zheng Chen et al.   JOURNAL OF POWER SOURCES

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

(2013) Datong Liu et al.   MICROELECTRONICS RELIABILITY

Health diagnosis and remaining useful life prognostics of lithium-ion batteries using data-driven methods

(2012) Adnan Nuhic et al.   JOURNAL OF POWER SOURCES

Intelligent prognostics for battery health monitoring based on sample entropy

(2011) Achmad Widodo et al.   EXPERT SYSTEMS WITH APPLICATIONS

A review on prognostics and health monitoring of Li-ion battery

(2011) Jingliang Zhang et al.   JOURNAL OF POWER SOURCES

Enhanced coulomb counting method for estimating state-of-charge and state-of-health of lithium-ion batteries

(2009) Kong Soon Ng et al.   APPLIED ENERGY