Capacity estimation of lithium-ion batteries using convolutional neural network and impedance spectra

State of Health Estimation of Lithium-Ion Battery Based on Constant-Voltage Charging Reconstruction

(2021) Haokai Ruan et al.   IEEE Journal of Emerging and Selected Topics in Power Electronics

State-of-Health Estimation of Lithium-Ion Batteries Using Incremental Capacity Analysis Based on Voltage–Capacity Model

(2020) Jiangtao He et al.   IEEE Transactions on Transportation Electrification

A deep learning method for online capacity estimation of lithium-ion batteries

(2019) Sheng Shen et al.   Journal of Energy Storage

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

A Lithium-Ion Battery-in-the-Loop Approach to Test and Validate Multiscale Dual H Infinity Filters for State-of-Charge and Capacity Estimation

(2018) Cheng Chen et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

A novel Gaussian process regression model for state-of-health estimation of lithium-ion battery using charging curve

(2018) Duo Yang et al.   JOURNAL OF POWER SOURCES

An online method to simultaneously identify the parameters and estimate states for lithium ion batteries

(2018) Qianqian Wang et al.   ELECTROCHIMICA ACTA

Towards a smarter battery management system: A critical review on battery state of health monitoring methods

(2018) Rui Xiong et al.   JOURNAL OF POWER SOURCES

State of Charge and State of Health Estimation of AGM VRLA Batteries by Employing a Dual Extended Kalman Filter and an ARX Model for Online Parameter Estimation

(2017) Ngoc-Tham Tran et al.   Energies

Real-time state-of-health estimation for electric vehicle batteries: A data-driven approach

(2016) Gae-won You et al.   APPLIED ENERGY

Electrochemical Model-Based State of Charge and Capacity Estimation for a Composite Electrode Lithium-Ion Battery

(2015) Alexander Bartlett et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

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

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

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

Deep learning

(2015) Yann LeCun et al.   NATURE

A generic model-free approach for lithium-ion battery health management

(2014) Guangxing Bai et al.   APPLIED ENERGY

Data-driven method based on particle swarm optimization and k-nearest neighbor regression for estimating capacity of lithium-ion battery

(2014) Chao Hu et al.   APPLIED ENERGY

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

(2014) LiuWang Kang 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

Representation Learning: A Review and New Perspectives

(2013) Y. Bengio et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Adaptive Partial Differential Equation Observer for Battery State-of-Charge/State-of-Health Estimation Via an Electrochemical Model

(2013) Scott J. Moura et al.   JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME

Estimation of Battery State of Health Using Probabilistic Neural Network

(2012) Ho-Ta Lin et al.   IEEE Transactions on Industrial Informatics

Particle-Filtering-Based Prognosis Framework for Energy Storage Devices With a Statistical Characterization of State-of-Health Regeneration Phenomena

(2012) Benjamín E. Olivares 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

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

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

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

(2011) Chao Hu et al.   APPLIED ENERGY

State-of-Charge Estimation and State-of-Health Prediction of a Li-Ion Degraded Battery Based on an EKF Combined With a Per-Unit System

(2011) Jonghoon Kim et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY