Review—Use of Impedance Spectroscopy for the Estimation of Li-ion Battery State of Charge, State of Health and Internal Temperature

Towards impedance‐based temperature estimation for Li‐ion battery packs

(2020) Henrik Beelen et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

An Optimized Impedance Model for the Estimation of the State-of-Charge of a Li-Ion Cell: The Case of a LiFePO4 (ANR26650)

(2019) Victor Pizarro-Carmona et al.   Energies

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

(2019) Fangfang Yang et al.   ENERGY

A review of lithium ion battery failure mechanisms and fire prevention strategies

(2019) Qingsong Wang et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Practical On-Board Measurement of Lithium Ion Battery Impedance Based on Distributed Voltage and Current Sampling

(2018) Xuezhe Wei et al.   Energies

Layered thermal model with sinusoidal alternate current for cylindrical lithium-ion battery at low temperature

(2018) Jun-qiu Li et al.   ENERGY

Impedance-Based Battery Management System for Safety Monitoring of Lithium-Ion Batteries

(2018) Bliss G. Carkhuff et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Investigating the error sources of the online state of charge estimation methods for lithium-ion batteries in electric vehicles

(2018) Yuejiu Zheng et al.   JOURNAL OF POWER SOURCES

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

Battery second life: Hype, hope or reality? A critical review of the state of the art

(2018) E. Martinez-Laserna et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

An easy-to-implement multi-point impedance technique for monitoring aging of lithium ion batteries

(2018) Xing Zhou et al.   JOURNAL OF POWER SOURCES

Thermal issues about Li-ion batteries and recent progress in battery thermal management systems: A review

(2017) Huaqiang Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Technological Developments in Batteries: A Survey of Principal Roles, Types, and Management Needs

(2017) Xiaosong Hu et al.   IEEE Power & Energy Magazine

Rapid Nondestructive-Testing Technique for In-Line Quality Control of Li-Ion Batteries

(2017) Simon M. Lambert et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Scalable Active Battery Management System With Embedded Real-Time Electrochemical Impedance Spectroscopy

(2017) Eric Din et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

State of Charge-Dependent Polynomial Equivalent Circuit Modeling for Electrochemical Impedance Spectroscopy of Lithium-ion Batteries

(2017) Qian-Kun Wang et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

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

A review on battery thermal management in electric vehicle application

(2017) Guodong Xia et al.   JOURNAL OF POWER SOURCES

A novel method for identification of lithium-ion battery equivalent circuit model parameters considering electrochemical properties

(2017) Xi Zhang et al.   JOURNAL OF POWER SOURCES

A Comparison between Electrochemical Impedance Spectroscopy and Incremental Capacity-Differential Voltage as Li-ion Diagnostic Techniques to Identify and Quantify the Effects of Degradation Modes within Battery Management Systems

(2017) Carlos Pastor-Fernández et al.   JOURNAL OF POWER SOURCES

Degradation diagnostics for lithium ion cells

(2017) Christoph R. Birkl et al.   JOURNAL OF POWER SOURCES

A review on lithium-ion power battery thermal management technologies and thermal safety

(2017) Zhoujian An et al.   Journal of Thermal Science

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

Can Li-Ion batteries be the panacea for automotive applications?

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

Accelerated energy capacity measurement of lithium-ion cells to support future circular economy strategies for electric vehicles

(2017) Jakobus Groenewald et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A comparison and accuracy analysis of impedance-based temperature estimation methods for Li-ion batteries

(2016) H.P.G.J. Beelen et al.   APPLIED ENERGY

Impedance Characteristics and Diagnoses of Automotive Lithium-Ion Batteries at 7.5% to 93.0% State of Charge

(2016) Qiu-An Huang et al.   ELECTROCHIMICA ACTA

Non-Zero Intercept Frequency: An Accurate Method to Determine the Integral Temperature of Li-Ion Batteries

(2016) Luc H. J. Raijmakers et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

State-of-Charge and State-of-Health Lithium-Ion Batteries’ Diagnosis According to Surface Temperature Variation

(2016) Asmae El Mejdoubi et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Enhancement in Li-Ion Battery Cell State-of-Charge Estimation Under Uncertain Model Statistics

(2016) Menatalla Shehab El Din et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Battery state of health estimation: a structured review of models, methods and commercial devices

(2016) Lucian Ungurean et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

On-board monitoring of 2-D spatially-resolved temperatures in cylindrical lithium-ion batteries: Part II. State estimation via impedance-based temperature sensing

(2016) Robert R. Richardson et al.   JOURNAL OF POWER SOURCES

Lithium-ion Open Circuit Voltage (OCV) curve modelling and its ageing adjustment

(2016) L. Lavigne et al.   JOURNAL OF POWER SOURCES

Real-time estimation of battery internal temperature based on a simplified thermoelectric model

(2016) Cheng Zhang et al.   JOURNAL OF POWER SOURCES

A physically meaningful equivalent circuit network model of a lithium-ion battery accounting for local electrochemical and thermal behaviour, variable double layer capacitance and degradation

(2016) Marie-Therese von Srbik et al.   JOURNAL OF POWER SOURCES

Graphical analysis of electrochemical impedance spectroscopy data in Bode and Nyquist representations

(2016) Jun Huang 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

A novel energy management method for series plug-in hybrid electric vehicles

(2015) Zheng Chen et al.   APPLIED ENERGY

An SOC estimation approach based on adaptive sliding mode observer and fractional order equivalent circuit model for lithium-ion batteries

(2015) Fuli Zhong et al.   Communications in Nonlinear Science and Numerical Simulation

Expanding the Operational Limits of the Single-Point Impedance Diagnostic for Internal Temperature Monitoring of Lithium-ion Batteries

(2015) Neil S. Spinner et al.   ELECTROCHIMICA ACTA

Theoretical Modelling Methods for Thermal Management of Batteries

(2015) Bahman Shabani et al.   Energies

Performance analysis and SOH (state of health) evaluation of lithium polymer batteries through electrochemical impedance spectroscopy

(2015) Matteo Galeotti et al.   ENERGY

Adaptive Estimation of the State of Charge for Lithium-Ion Batteries: Nonlinear Geometric Observer Approach

(2015) Yebin Wang et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Physical and chemical analysis of lithium-ion battery cell-to-cell failure events inside custom fire chamber

(2015) Neil S. Spinner et al.   JOURNAL OF POWER SOURCES

A new lithium-ion battery internal temperature on-line estimate method based on electrochemical impedance spectroscopy measurement

(2015) J.G. Zhu et al.   JOURNAL OF POWER SOURCES

On-line optimization of battery open circuit voltage for improved state-of-charge and state-of-health estimation

(2015) Shijie Tong et al.   JOURNAL OF POWER SOURCES

A failure modes, mechanisms, and effects analysis (FMMEA) of lithium-ion batteries

(2015) Christopher Hendricks et al.   JOURNAL OF POWER SOURCES

Sensorless Battery Internal Temperature Estimation Using a Kalman Filter With Impedance Measurement

(2015) Robert R. Richardson et al.   IEEE Transactions on Sustainable Energy

Mathematical modeling of the electrochemical impedance spectroscopy in lithium ion battery cycling

(2014) Yuanyuan Xie et al.   ELECTROCHIMICA ACTA

An Online Battery Impedance Measurement Method Using DC–DC Power Converter Control

(2014) Wangxin Huang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Online Measurement of Battery Impedance Using Motor Controller Excitation

(2014) David A. Howey et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

State of charge estimation for Li-ion batteries using neural network modeling and unscented Kalman filter-based error cancellation

(2014) Wei He et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Review and recent advances in battery health monitoring and prognostics technologies for electric vehicle (EV) safety and mobility

(2014) Seyed Mohammad Rezvanizaniani et al.   JOURNAL OF POWER SOURCES

In-situ temperature measurement in lithium ion battery by transferable flexible thin film thermocouples

(2014) Madhu Santosh K. Mutyala et al.   JOURNAL OF POWER SOURCES

Battery internal temperature estimation by combined impedance and surface temperature measurement

(2014) Robert R. Richardson et al.   JOURNAL OF POWER SOURCES

Open circuit voltage characterization of lithium-ion batteries

(2014) B. Pattipati et al.   JOURNAL OF POWER SOURCES

A lumped-parameter electro-thermal model for cylindrical batteries

(2014) Xinfan Lin et al.   JOURNAL OF POWER SOURCES

State-of-health monitoring of 18650 4S packs with a single-point impedance diagnostic

(2014) Corey T. Love 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

Abuse by External Heating, Overcharge and Short Circuiting of Commercial Lithium-Ion Battery Cells

(2014) Fredrik Larsson et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

In Situ Measurement of Radial Temperature Distributions in Cylindrical Li-Ion Cells

(2014) Guangsheng Zhang et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Adaptive estimation of the electromotive force of the lithium-ion battery after current interruption for an accurate state-of-charge and capacity determination

(2013) Wladislaw Waag et al.   APPLIED ENERGY

State of charge estimation of lithium-ion batteries using the open-circuit voltage at various ambient temperatures

(2013) Yinjiao Xing et al.   APPLIED ENERGY

A New State of Charge Estimation Method for LiFePO4 Battery Packs Used in Robots

(2013) Ming-Hui Chang et al.   Energies

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

(2013) Xiaosong Hu et al.   ENERGY

Battery Management System: An Overview of Its Application in the Smart Grid and Electric Vehicles

(2013) Habiballah Rahimi-Eichi et al.   IEEE Industrial Electronics Magazine

Model-Based Dynamic Power Assessment of Lithium-Ion Batteries Considering Different Operating Conditions

(2013) Xiaosong Hu et al.   IEEE Transactions on Industrial Informatics

Adaptive On-line State-of-available-power Prediction of Lithium-ion Batteries

(2013) Christian Fleischer et al.   Journal of Power Electronics

Empirical analysis of contributing factors to heating in lithium-ion cells: Anode entropy versus internal resistance

(2013) Rengaswamy Srinivasan et al.   JOURNAL OF POWER SOURCES

Measurement of the internal cell temperature via impedance: Evaluation and application of a new method

(2013) Jan Philipp Schmidt et al.   JOURNAL OF POWER SOURCES

Examining temporal and spatial variations of internal temperature in large-format laminated battery with embedded thermocouples

(2013) Zhe Li et al.   JOURNAL OF POWER SOURCES

A new method to estimate the state of charge of lithium-ion batteries based on the battery impedance model

(2013) Jun Xu et al.   JOURNAL OF POWER SOURCES

A review on lithium-ion battery ageing mechanisms and estimations for automotive applications

(2013) Anthony Barré et al.   JOURNAL OF POWER SOURCES

Low-temperature charging of lithium-ion cells part I: Electrochemical modeling and experimental investigation of degradation behavior

(2013) Simon Tippmann et al.   JOURNAL OF POWER SOURCES

Sensorless battery temperature measurements based on electrochemical impedance spectroscopy

(2013) L.H.J. Raijmakers et al.   JOURNAL OF POWER SOURCES

The effect of thermal gradients on the performance of lithium-ion batteries

(2013) Yannic Troxler et al.   JOURNAL OF POWER SOURCES

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

Electrochemical Impedance Analysis on Degradation of Commercially Available Lithium Ion Battery during Charge–Discharge Cycling

(2012) Daikichi Mukoyama et al.   CHEMISTRY LETTERS

Equivalent circuit model for electric double layer capacitors and its applications

(2012) Susumu Yamashiro et al.   ELECTRICAL ENGINEERING IN JAPAN

Impedance Diagnostic for Overcharged Lithium-Ion Batteries

(2012) Corey T. Love et al.   ELECTROCHEMICAL AND SOLID STATE LETTERS

The effect of battery design parameters on heat generation and utilization in a Li-ion cell

(2012) Wei Wu et al.   ELECTROCHIMICA ACTA

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

Online State-of-Health Estimation of VRLA Batteries Using State of Charge

(2012) Mehrnoosh Shahriari et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A Time-Domain Least Squares Approach to Electrochemical Impedance Spectroscopy

(2012) Peter A. Lindahl et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

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

Three to six ambiguities in immittance spectroscopy data fitting

(2012) J Ross Macdonald   JOURNAL OF PHYSICS-CONDENSED MATTER

Novel State-of-Charge Estimation Method for Lithium Polymer Batteries Using Electrochemical Impedance Spectroscopy

(2012) Jong-Hak Lee et al.   Journal of Power Electronics

Three-dimensional thermal modeling of a lithium-ion battery pack

(2012) Hongguang Sun et al.   JOURNAL OF POWER SOURCES

Fail-safe design for large capacity lithium-ion battery systems

(2012) Gi-Heon Kim et al.   JOURNAL OF POWER SOURCES

Calendar aging of a graphite/LiFePO4 cell

(2012) M. Kassem et al.   JOURNAL OF POWER SOURCES

Proposal of novel equivalent circuit for electrochemical impedance analysis of commercially available lithium ion battery

(2012) Tetsuya Osaka 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

The testing of batteries linked to supercapacitors with electrochemical impedance spectroscopy: A comparison between Li-ion and valve regulated lead acid batteries

(2012) Ernst Ferg 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

Remaining useful life prediction of lithium batteries in calendar ageing for automotive applications

(2012) A. Eddahech et al.   MICROELECTRONICS RELIABILITY

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

(2011) Hongwen He et al.   APPLIED ENERGY

Instantaneous measurement of the internal temperature in lithium-ion rechargeable cells

(2011) Rengaswamy Srinivasan et al.   ELECTROCHIMICA ACTA

Battery Management Systems in Electric and Hybrid Vehicles

(2011) Yinjiao Xing et al.   Energies

System Identification and Estimation Framework for Pivotal Automotive Battery Management System Characteristics

(2011) Bharath Pattipati et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Preamble Design Using Embedded Signaling for OFDM Broadcast Systems Based on Reduced-Complexity Distance Detection

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

Investigation of the thermal properties of a Li-ion pouch-cell by electrothermal impedance spectroscopy

(2011) Jan Philipp Schmidt et al.   JOURNAL OF POWER SOURCES

Effect of electrolyte transport properties and variations in the morphological parameters on the variation of side reaction rate across the anode electrode and the aging of lithium ion batteries

(2011) H. Jannesari et al.   JOURNAL OF POWER SOURCES

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

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

Monitoring dynamic thermal behavior of the carbon anode in a lithium-ion cell using a four-probe technique

(2011) Rengaswamy Srinivasan   JOURNAL OF POWER SOURCES

On the Thermal Behavior of Lithium Intercalated Graphites

(2011) Ortal Haik et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

A Critical Review of Thermal Issues in Lithium-Ion Batteries

(2011) Todd M. Bandhauer et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Online Estimation of State of Charge in Li-Ion Batteries Using Impulse Response Concept

(2011) Amir Hossein Ranjbar et al.   IEEE Transactions on Smart Grid

A review of the features and analyses of the solid electrolyte interphase in Li-ion batteries

(2010) Pallavi Verma et al.   ELECTROCHIMICA ACTA

Estimation of State of Charge of a Lithium-Ion Battery Pack for Electric Vehicles Using an Adaptive Luenberger Observer

(2010) Xiaosong Hu et al.   Energies

Development and Validation of a Battery Model Useful for Discharging and Charging Power Control and Lifetime Estimation

(2010) Vivek Agarwal et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

Battery-Management System (BMS) and SOC Development for Electrical Vehicles

(2010) K. W. E. Cheng et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Studies on LiFePO4 as cathode material using impedance spectroscopy

(2010) Jan Philipp Schmidt et al.   JOURNAL OF POWER SOURCES

State-of-health monitoring of lithium-ion batteries in electric vehicles by on-board internal resistance estimation

(2010) Jürgen Remmlinger 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

State-of-Charge (SOC)-Balancing Control of a Battery Energy Storage System Based on a Cascade PWM Converter

(2009) Laxman Maharjan et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Analysis of internal short-circuit in a lithium ion cell

(2009) Shriram Santhanagopalan et al.   JOURNAL OF POWER SOURCES

Lithium-ion battery cell degradation resulting from realistic vehicle and vehicle-to-grid utilization

(2009) Scott B. Peterson et al.   JOURNAL OF POWER SOURCES

Three-dimensional thermal finite element modeling of lithium-ion battery in thermal abuse application

(2009) Guifang Guo et al.   JOURNAL OF POWER SOURCES

Cycle-Life Characterization of Automotive Lithium-Ion Batteries with LiNiO[sub 2] Cathode

(2009) Yancheng Zhang et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Prognostics in Battery Health Management

(2008) Kai Goebel et al.   IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE

Nonlinear State of Charge Estimator for Hybrid Electric Vehicle Battery

(2008) Il-Song Kim   IEEE TRANSACTIONS ON POWER ELECTRONICS

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