Data driven estimation of electric vehicle battery state-of-charge informed by automotive simulations and multi-physics modeling

Lithium Diffusion Mechanism through Solid-Electrolyte Interphase (SEI) In Rechargeable Lithium Batteries

(2019) Ajaykrishna Ramasubramanian et al.   Journal of Physical Chemistry C

Phase-field modeling of solid electrolyte interface (SEI) influence on Li dendritic behavior

(2018) Vitaliy Yurkiv et al.   ELECTROCHIMICA ACTA

Novel battery state-of-health online estimation method using multiple health indicators and an extreme learning machine

(2018) Haihong Pan 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

Thermal behavior study of discharging/charging cylindrical lithium-ion battery module cooled by channeled liquid flow

(2018) Chunrong Zhao et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

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

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

Critical Review on the Battery State of Charge Estimation Methods for Electric Vehicles

(2018) Rui Xiong et al.   IEEE Access

State of charge estimation for electric vehicle power battery using advanced machine learning algorithm under diversified drive cycles

(2018) Taimoor Zahid et al.   ENERGY

State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach

(2018) Ephrem Chemali et al.   JOURNAL OF POWER SOURCES

Review—SEI: Past, Present and Future

(2017) E. Peled 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

Safety focused modeling of lithium-ion batteries: A review

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

Promise and reality of post-lithium-ion batteries with high energy densities

(2016) Jang Wook Choi et al.   Nature Reviews Materials

Online estimation of lithium-ion battery capacity using sparse Bayesian learning

(2015) Chao Hu et al.   JOURNAL OF POWER SOURCES

A Model for Predicting Capacity Fade due to SEI Formation in a Commercial Graphite/LiFePO4 Cell

(2015) H. Ekstrom et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

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

(2014) LiuWang Kang et al.   APPLIED ENERGY

Time-Domain Parameter Extraction Method for Thévenin-Equivalent Circuit Battery Models

(2014) Ari Hentunen et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

Tuning of Kalman Filter Parameters via Genetic Algorithm for State-of-Charge Estimation in Battery Management System

(2014) T. O. Ting et al.   TheScientificWorldJOURNAL

Reduced-Order Electrochemical Model Parameters Identification and State of Charge Estimation for Healthy and Aged Li-Ion Batteries—Part II: Aged Battery Model and State of Charge Estimation

(2014) Ryan Ahmed et al.   IEEE Journal of Emerging and Selected Topics in Power Electronics

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

Battery state-of-charge estimator using the SVM technique

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

Transient three-dimensional thermal model for batteries with thin electrodes

(2013) Peyman Taheri et al.   JOURNAL OF POWER SOURCES

State of charge estimation for electric vehicle batteries using unscented kalman filtering

(2013) Wei He et al.   MICROELECTRONICS RELIABILITY

Review of hybrid, plug-in hybrid, and electric vehicle market modeling Studies

(2013) Baha M. Al-Alawi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

State of Charge Estimation of Lithium-Ion Batteries in Electric Drive Vehicles Using Extended Kalman Filtering

(2012) Zheng Chen et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

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

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

LiFePO4 battery pack capacity estimation for electric vehicles based on charging cell voltage curve transformation

(2012) Yuejiu Zheng et al.   JOURNAL OF POWER SOURCES

Battery Management Systems in Electric and Hybrid Vehicles

(2011) Yinjiao Xing et al.   Energies

Adaptive unscented Kalman filtering for state of charge estimation of a lithium-ion battery for electric vehicles

(2011) Fengchun Sun et al.   ENERGY

Modelling the thermal behaviour of a lithium-ion battery during charge

(2011) Ui Seong Kim et al.   JOURNAL OF POWER SOURCES

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

(2010) Pallavi Verma et al.   ELECTROCHIMICA ACTA

Model-Based Electrochemical Estimation and Constraint Management for Pulse Operation of Lithium Ion Batteries

(2009) Kandler A. Smith et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

State of charge estimation based on evolutionary neural network

(2008) Cheng Bo et al.   ENERGY CONVERSION AND MANAGEMENT

Nonlinear State of Charge Estimator for Hybrid Electric Vehicle Battery

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