Improving the state of charge estimation of reused lithium-ion batteries by abating hysteresis using machine learning technique

A novel clustering algorithm for grouping and cascade utilization of retired Li-ion batteries

(2020) Zhicheng Xu et al.   Journal of Energy Storage

Co-estimation of capacity and state-of-charge for lithium-ion batteries in electric vehicles

(2019) Xiaoyu Li et al.   ENERGY

Lithium-ion battery charging management considering economic costs of electrical energy loss and battery degradation

(2019) Kailong Liu et al.   ENERGY CONVERSION AND MANAGEMENT

State estimation for advanced battery management: Key challenges and future trends

(2019) Xiaosong Hu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

An enhanced multi-state estimation hierarchy for advanced lithium-ion battery management

(2019) Xiaosong Hu et al.   APPLIED ENERGY

State-of-charge sequence estimation of lithium-ion battery based on bidirectional long short-term memory encoder-decoder architecture

(2019) Chong Bian et al.   JOURNAL OF POWER SOURCES

Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-Ion Batteries

(2019) Kailong Liu et al.   IEEE Transactions on Transportation Electrification

Gaussian Process Regression With Automatic Relevance Determination Kernel for Calendar Aging Prediction of Lithium-Ion Batteries

(2019) Kailong Liu et al.   IEEE Transactions on Industrial Informatics

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

Charging Pattern Optimization for Lithium-Ion Batteries with An Electrothermal-Aging Model

(2018)   IEEE Transactions on Industrial Informatics

Co-Estimation of State of Charge and State of Health for Lithium-Ion Batteries based on Fractional-order Calculus

(2018)   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Comprehensive study of the influence of aging on the hysteresis behavior of a lithium iron phosphate cathode-based lithium ion battery – An experimental investigation of the hysteresis

(2016) Andrea Marongiu et al.   APPLIED ENERGY

Lithium Polymer Battery State-of-Charge Estimation Based on Adaptive Unscented Kalman Filter and Support Vector Machine

(2016) Jinhao Meng et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

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

Critical review of state of health estimation methods of Li-ion batteries for real applications

(2016) M. Berecibar et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

(2015) Gustavo Pérez et al.   APPLIED ENERGY

Improved extended Kalman filter for state of charge estimation of battery pack

(2014) Saeed Sepasi et al.   JOURNAL OF POWER SOURCES

A unified open-circuit-voltage model of lithium-ion batteries for state-of-charge estimation and state-of-health monitoring

(2014) Caihao Weng et al.   JOURNAL OF POWER SOURCES

On-line adaptive battery impedance parameter and state estimation considering physical principles in reduced order equivalent circuit battery models

(2014) Christian Fleischer et al.   JOURNAL OF POWER SOURCES

Critical review of the methods for monitoring of lithium-ion batteries in electric and hybrid vehicles

(2014) Wladislaw Waag et al.   JOURNAL OF POWER SOURCES

A data-driven based adaptive state of charge estimator of lithium-ion polymer battery used in electric vehicles

(2013) Rui Xiong et al.   APPLIED ENERGY

Screening process-based modeling of the multi-cell battery string in series and parallel connections for high accuracy state-of-charge estimation

(2013) Jonghoon Kim et al.   ENERGY

A multiscale framework with extended Kalman filter for lithium-ion battery SOC and capacity estimation

(2011) Chao Hu et al.   APPLIED ENERGY

Online estimation of model parameters and state-of-charge of LiFePO4 batteries in electric vehicles

(2011) Hongwen He et al.   APPLIED ENERGY

Dynamic electric behavior and open-circuit-voltage modeling of LiFePO4-based lithium ion secondary batteries

(2010) Michael A. Roscher 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