A novel parameter adaptive method for state of charge estimation of aged lithium batteries

Improved parameter identification and state-of-charge estimation for lithium-ion battery with fixed memory recursive least squares and sigma-point Kalman filter

(2021) Changcheng Sun et al.   ELECTROCHIMICA ACTA

Different mechanical-electrochemical coupled failure mechanism and safety evaluation of lithium-ion pouch cells under dynamic and quasi-static mechanical abuse

(2021) Mingzhe Zhou et al.   JOURNAL OF POWER SOURCES

Analyzing and mitigating battery ageing by self-heating through a coupled thermal-electrochemical model of cylindrical Li-ion cells

(2021) Litao Yin et al.   Journal of Energy Storage

A novel energy management strategy for the ternary lithium batteries based on the dynamic equivalent circuit modeling and differential Kalman filtering under time-varying conditions

(2020) Shunli Wang et al.   JOURNAL OF POWER SOURCES

State-of-health estimation and remaining useful life prediction for the lithium-ion battery based on a variant long short term memory neural network

(2020) Penghua Li et al.   JOURNAL OF POWER SOURCES

State-of-charge estimation of lithium-ion batteries using LSTM and UKF

(2020) Fangfang Yang et al.   ENERGY

An online SOC and capacity estimation method for aged lithium-ion battery pack considering cell inconsistency

(2020) Chaofan Yang et al.   Journal of Energy Storage

Improved parameters identification and state of charge estimation for lithium-ion battery with real-time optimal forgetting factor

(2020) Tiancheng Ouyang et al.   ELECTROCHIMICA ACTA

Battery state-of-health estimation based on a metabolic extreme learning machine combining degradation state model and error compensation

(2020) Lin Chen et al.   ENERGY

An improved adaptive unscented kalman filtering for state of charge online estimation of lithium-ion battery

(2020) Shuzhi Zhang et al.   Journal of Energy Storage

State-of-charge estimation of lithium-ion batteries based on gated recurrent neural network

(2019) Fangfang Yang et al.   ENERGY

An improved state of charge estimation method based on cubature Kalman filter for lithium-ion batteries

(2019) Jiankun Peng et al.   APPLIED ENERGY

State-of-charge estimation of lithium-ion battery using an improved neural network model and extended Kalman filter

(2019) Cheng Chen et al.   JOURNAL OF CLEANER PRODUCTION

A review on prognostics and health management (PHM) methods of lithium-ion batteries

(2019) Huixing Meng et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Synchronous estimation of state of health and remaining useful lifetime for lithium-ion battery using the incremental capacity and artificial neural networks

(2019) Shuzhi Zhang et al.   Journal of Energy Storage

Neural Network Approach for Estimating State of Charge of Lithium-Ion Battery Using Backtracking Search Algorithm

(2018) Mahammad A. Hannan et al.   IEEE Access

A parameter adaptive method with dead zone for state of charge and parameter estimation of lithium-ion batteries

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

Adaptive prognosis of lithium-ion batteries based on the combination of particle filters and radial basis function neural networks

(2017) Claudio Sbarufatti et al.   JOURNAL OF POWER SOURCES

A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations

(2017) M.A. Hannan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

Modelling and experimental evaluation of parallel connected lithium ion cells for an electric vehicle battery system

(2016) Thomas Bruen et al.   JOURNAL OF POWER SOURCES

Enhanced closed loop State of Charge estimator for lithium-ion batteries based on Extended Kalman Filter

(2015) Gustavo Pérez et al.   APPLIED ENERGY

A GA optimization for lithium–ion battery equalization based on SOC estimation by NN and FLC

(2015) ShuMei Zhang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Online peak power prediction based on a parameter and state estimator for lithium-ion batteries in electric vehicles

(2014) Lei Pei et al.   ENERGY

A data-driven adaptive state of charge and power capability joint estimator of lithium-ion polymer battery used in electric vehicles

(2013) Rui Xiong et al.   ENERGY

A new model for State-of-Charge (SOC) estimation for high-power Li-ion batteries

(2012) Yao He et al.   APPLIED ENERGY

Evaluation of Lithium-Ion Battery Equivalent Circuit Models for State of Charge Estimation by an Experimental Approach

(2011) Hongwen He et al.   Energies

State-of-Charge Estimation of the Lithium-Ion Battery Using an Adaptive Extended Kalman Filter Based on an Improved Thevenin Model

(2011) Hongwen He et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

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

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

State-of-charge and capacity estimation of lithium-ion battery using a new open-circuit voltage versus state-of-charge

(2008) Seongjun Lee et al.   JOURNAL OF POWER SOURCES