Accurate and reliable state of charge estimation of lithium ion batteries using time-delayed recurrent neural networks through the identification of overexcited neurons

Online joint-prediction of multi-forward-step battery SOC using LSTM neural networks and multiple linear regression for real-world electric vehicles

(2020) Jichao Hong et al.   Journal of Energy Storage

Learning of Battery Model Bias for Effective State of Charge Estimation of Lithium-Ion Batteries

(2019) Zhimin Xi et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

State of charge estimation of lithium-ion batteries using optimized Levenberg-Marquardt wavelet neural network

(2018) Bizhong Xia et al.   ENERGY

Long Short-Term Memory Networks for Accurate State-of-Charge Estimation of Li-ion Batteries

(2018) Ephrem Chemali et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Derivation and tuning of a solvable and compact differential–algebraic equations model for LiFePO4–graphite Li–ion batteries

(2018) C. W. Lee et al.   JOURNAL OF APPLIED ELECTROCHEMISTRY

A systematic review of lumped-parameter equivalent circuit models for real-time estimation of lithium-ion battery states

(2016) S. Nejad et al.   JOURNAL OF POWER SOURCES

A review on electric vehicle battery modelling: From Lithium-ion toward Lithium–Sulphur

(2016) Abbas Fotouhi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A new neural network model for the state-of-charge estimation in the battery degradation process

(2014) LiuWang Kang et al.   APPLIED ENERGY

Online cell SOC estimation of Li-ion battery packs using a dual time-scale Kalman filtering for EV applications

(2012) Haifeng Dai et al.   APPLIED ENERGY

Remaining useful life prediction of lithium-ion battery with unscented particle filter technique

(2012) Qiang Miao et al.   MICROELECTRONICS RELIABILITY

Online estimation of internal resistance and open-circuit voltage of lithium-ion batteries in electric vehicles

(2011) Yi-Hsien Chiang et al.   JOURNAL OF POWER SOURCES

A comparative study of equivalent circuit models for Li-ion batteries

(2011) Xiaosong Hu et al.   JOURNAL OF POWER SOURCES

Algorithms for Advanced Battery-Management Systems

(2010)   IEEE CONTROL SYSTEMS MAGAZINE