A Review of State of Health Estimation of Energy Storage Systems: Challenges and Possible Solutions for Futuristic Applications of Li-Ion Battery Packs in Electric Vehicles

A single particle model with chemical/mechanical degradation physics for lithium ion battery State of Health (SOH) estimation

(2018) J. Li et al.   APPLIED ENERGY

Online state-of-health estimation for lithium-ion batteries using constant-voltage charging current analysis

(2018) Jufeng Yang et al.   APPLIED ENERGY

Investigation of the deformation mechanisms of lithium-ion battery components using in-situ micro tests

(2018) Juner Zhu et al.   APPLIED ENERGY

Entropy-induced temperature variation as a new indicator for state of health estimation of lithium-ion cells

(2018) Yao Wu et al.   ELECTROCHIMICA ACTA

A New Method for State of Charge Estimation of Lithium-Ion Batteries Using Square Root Cubature Kalman Filter

(2018) Xiangyu Cui et al.   Energies

Do electric vehicles need subsidies? Ownership costs for conventional, hybrid, and electric vehicles in 14 U.S. cities

(2018) Hanna L. Breetz et al.   ENERGY POLICY

Remaining Useful Life Prediction and State of Health Diagnosis for Lithium-Ion Batteries Using Particle Filter and Support Vector Regression

(2018) Jingwen Wei et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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(2018)   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

A novel approach of battery pack state of health estimation using artificial intelligence optimization algorithm

(2018) Xu Zhang et al.   JOURNAL OF POWER SOURCES

Erratum to ‘A quick on-line state of health estimation method for Li-ion battery with incremental capacity curves processed by Gaussian filter’ [J. Power Sources 373 (2018) 40–53]

(2018) Yi Li et al.   JOURNAL OF POWER SOURCES

Estimating state of charge and health of lithium-ion batteries with guided waves using built-in piezoelectric sensors/actuators

(2018) Purim Ladpli et al.   JOURNAL OF POWER SOURCES

A fast estimation algorithm for lithium-ion battery state of health

(2018) Xiaopeng Tang et al.   JOURNAL OF POWER SOURCES

Lyapunov-based state of charge diagnosis and health prognosis for lithium-ion batteries

(2018) Jingwen Wei et al.   JOURNAL OF POWER SOURCES

A simulation-based probabilistic framework for lithium-ion battery modelling

(2018) Arvind Rajan et al.   MEASUREMENT

A new state-of-health estimation method for lithium-ion batteries through the intrinsic relationship between ohmic internal resistance and capacity

(2018) Lin Chen et al.   MEASUREMENT

Fracture mechanics modelling of lithium-ion batteries under pinch torsion test

(2018) V. Vijayaraghavan et al.   MEASUREMENT

Design and analysis of capacity models for Lithium-ion battery

(2018) Akhil Garg et al.   MEASUREMENT

An improved unscented particle filter approach for lithium-ion battery remaining useful life prediction

(2018) Heng Zhang et al.   MICROELECTRONICS RELIABILITY

State of health prediction of lithium-ion batteries: Multiscale logic regression and Gaussian process regression ensemble

(2018) Jianbo Yu   RELIABILITY ENGINEERING & SYSTEM SAFETY

Metallurgical and mechanical methods for recycling of lithium-ion battery pack for electric vehicles

(2018) Liu Yun et al.   RESOURCES CONSERVATION AND RECYCLING

Watching the teen brain grow

(2018) Meredith Wadman   SCIENCE

Experimental investigation on using the electric vehicle air conditioning system for lithium-ion battery thermal management

(2018) Jiwen Cen et al.   Energy for Sustainable Development

Long-term cost of ownership comparative analysis between electric vehicles and internal combustion engine vehicles

(2018) Peter Weldon et al.   Sustainable Cities and Society

Automatic motor speed reference generators for cruise and lateral control of electric vehicles with in-wheel motors

(2018) C. Pomponi et al.   CONTROL ENGINEERING PRACTICE

A review of state of health and remaining useful life estimation methods for lithium-ion battery in electric vehicles: Challenges and recommendations

(2018) M.S. Hossain Lipu et al.   JOURNAL OF CLEANER PRODUCTION

All plug-in electric vehicles are not the same: Predictors of preference for a plug-in hybrid versus a battery-electric vehicle

(2018) Bradley W. Lane et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

Cost Projection of State of the Art Lithium-Ion Batteries for Electric Vehicles Up to 2030

(2017) et al.   Energies

Lithium-Ion Battery Charge Equalization Algorithm for Electric Vehicle Applications

(2017) Mohammad Abdul Hannan et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Offline State-of-Health Estimation for High-Power Lithium-Ion Batteries Using Three-Point Impedance Extraction Method

(2017) Hsiang-Fu Yuan et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Experimental validation for Li-ion battery modeling using Extended Kalman Filters

(2017) F. Claude et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Non-Destructive Detection of Local Aging in Lithium-Ion Pouch Cells by Multi-Directional Laser Scanning

(2017) Johannes Sturm et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

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 parametric battery state of health estimation method for electric vehicle applications

(2017) Turev SARIKURT et al.   Turkish Journal of Electrical Engineering and Computer Sciences

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

(2016) Caihao Weng et al.   APPLIED ENERGY

State-of-health estimation of lithium-ion battery packs in electric vehicles based on genetic resampling particle filter

(2016) Jun Bi et al.   APPLIED ENERGY

An adaptive sliding mode observer for lithium-ion battery state of charge and state of health estimation in electric vehicles

(2016) Jiani Du et al.   CONTROL ENGINEERING PRACTICE

Comparisons of Modeling and State of Charge Estimation for Lithium-Ion Battery Based on Fractional Order and Integral Order Methods

(2016) Renxin Xiao et al.   Energies

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

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

Review of mechanical design and strategic placement technique of a robust battery pack for electric vehicles

(2016) Shashank Arora et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

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

Extended Kalman Filter with a Fuzzy Method for Accurate Battery Pack State of Charge Estimation

(2015) Saeed Sepasi et al.   Energies

Adaptive Nonlinear Model-Based Fault Diagnosis of Li-Ion Batteries

(2015) Amardeep Sidhu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Investigation of path dependence in commercial lithium-ion cells for pure electric bus applications: Aging mechanism identification

(2015) Zeyu Ma et al.   JOURNAL OF POWER SOURCES

Capturing lithium-ion battery dynamics with support vector machine-based battery model

(2015) Verena Klass et al.   JOURNAL OF POWER SOURCES

Combined State of Charge and State of Health estimation over lithium-ion battery cell cycle lifespan for electric vehicles

(2015) Yuan Zou et al.   JOURNAL OF POWER SOURCES

Lithium-ion battery thermal-electrochemical model-based state estimation using orthogonal collocation and a modified extended Kalman filter

(2015) A.M. Bizeray et al.   JOURNAL OF POWER SOURCES

Identification of the battery state-of-health parameter from input–output pairs of time series data

(2015) Yue Li et al.   JOURNAL OF POWER SOURCES

Li-ion battery materials: present and future

(2015) Naoki Nitta et al.   Materials Today

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

A comprehensive review on estimation strategies used in hybrid and battery electric vehicles

(2015) Mehmet Ugras Cuma et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Measurement Techniques for Online Battery State of Health Estimation in Vehicle-to-Grid Applications

(2014) Marco Landi et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Lithium-ion battery state of health monitoring and remaining useful life prediction based on support vector regression-particle filter

(2014) Hancheng Dong et al.   JOURNAL OF POWER SOURCES

State of health and charge measurements in lithium-ion batteries using mechanical stress

(2014) John Cannarella et al.   JOURNAL OF POWER SOURCES

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 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

Lithium availability and future production outlooks

(2013) Hanna Vikström et al.   APPLIED ENERGY

A data-driven multi-scale extended Kalman filtering based parameter and state estimation approach of lithium-ion olymer battery in electric vehicles

(2013) Rui Xiong et al.   APPLIED ENERGY

Battery state-of-charge estimator using the SVM technique

(2013) J.C. Álvarez Antón et al.   APPLIED MATHEMATICAL MODELLING

Enhanced sample entropy-based health management of Li-ion battery for electrified vehicles

(2013) Xiaosong Hu et al.   ENERGY

Estimation of State of Charge, Unknown Nonlinearities, and State of Health of a Lithium-Ion Battery Based on a Comprehensive Unobservable Model

(2013) Mehdi Gholizadeh et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Design and parametrization analysis of a reduced-order electrochemical model of graphite/LiFePO4 cells for SOC/SOH estimation

(2013) James Marcicki et al.   JOURNAL OF POWER SOURCES

Battery state of the charge estimation using Kalman filtering

(2013) M. Mastali et al.   JOURNAL OF POWER SOURCES

On-board state of health monitoring of lithium-ion batteries using incremental capacity analysis with support vector regression

(2013) Caihao Weng et al.   JOURNAL OF POWER SOURCES

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

Using probability density function to evaluate the state of health of lithium-ion batteries

(2013) Xuning Feng et al.   JOURNAL OF POWER SOURCES

State of health estimation for lithium ion batteries based on charging curves

(2013) Zhen Guo 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

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

Experimental investigation of the lithium-ion battery impedance characteristic at various conditions and aging states and its influence on the application

(2012) Wladislaw Waag et al.   APPLIED ENERGY

Comparative study of a structured neural network and an extended Kalman filter for state of health determination of lithium-ion batteries in hybrid electricvehicles

(2012) D. Andre et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Behavior and state-of-health monitoring of Li-ion batteries using impedance spectroscopy and recurrent neural networks

(2012) Akram Eddahech et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

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

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

A review on the key issues for lithium-ion battery management in electric vehicles

(2012) Languang Lu et al.   JOURNAL OF POWER SOURCES

Particle filter for state of charge and state of health estimation for lithium–iron phosphate batteries

(2012) Simon Schwunk et al.   JOURNAL OF POWER SOURCES

Advanced mathematical methods of SOC and SOH estimation for lithium-ion batteries

(2012) Dave Andre et al.   JOURNAL OF POWER SOURCES

Use of stochastic methods for robust parameter extraction from impedance spectra

(2011) Paul Büschel et al.   ELECTROCHIMICA ACTA

Complementary Cooperation Algorithm Based on DEKF Combined With Pattern Recognition for SOC/Capacity Estimation and SOH Prediction

(2011) Jonghoon Kim et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

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

Characterization of high-power lithium-ion batteries by electrochemical impedance spectroscopy. I. Experimental investigation

(2011) D. Andre et al.   JOURNAL OF POWER SOURCES

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

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

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

Characterization of high-power lithium-ion batteries by electrochemical impedance spectroscopy. II: Modelling

(2010) D. Andre et al.   JOURNAL OF POWER SOURCES

Comparison of Several Methods for Determining the Internal Resistance of Lithium Ion Cells

(2010) Hans-Georg Schweiger et al.   SENSORS

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

Prognostics Methods for Battery Health Monitoring Using a Bayesian Framework

(2008) B. Saha et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT