Online capacity estimation of lithium-ion batteries with deep long short-term memory networks

Parameter sensitivity analysis of electrochemical model-based battery management systems for lithium-ion batteries

(2020) Weihan Li et al.   APPLIED ENERGY

Digital twin for battery systems: Cloud battery management system with online state-of-charge and state-of-health estimation

(2020) Weihan Li et al.   Journal of Energy Storage

Impact of battery degradation models on energy management of a grid-connected DC microgrid

(2020) Shuoqi Wang et al.   ENERGY

Battery Thermal- and Health-Constrained Energy Management for Hybrid Electric Bus Based on Soft Actor-Critic DRL Algorithm

(2020) Jingda Wu et al.   IEEE Transactions on Industrial Informatics

Data-driven prediction of battery cycle life before capacity degradation

(2019) Kristen A. Severson et al.   Nature Energy

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

Gaussian Process Regression for In-situ Capacity Estimation of Lithium-ion Batteries

(2018) Robert R. Richardson et al.   IEEE Transactions on Industrial Informatics

A quick on-line state of health estimation method for Li-ion battery with incremental capacity curves processed by Gaussian filter

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

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

Battery Management System Hardware Concepts: An Overview

(2018) Markus Lelie et al.   Applied Sciences-Basel

Remaining Useful Life Prediction for Lithium-ion Battery: A Deep Learning Approach

(2018) Lei Ren et al.   IEEE Access

State of Charge and State of Health Estimation for Lithium Batteries Using Recurrent Neural Networks

(2017) Hicham Chaoui et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Differential voltage analysis as a tool for analyzing inhomogeneous aging: A case study for LiFePO 4 |Graphite cylindrical cells

(2017) Meinert Lewerenz 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

State-of-Health Estimation for Lithium-Ion Batteries Based on the Multi-Island Genetic Algorithm and the Gaussian Process Regression

(2017) Zhenpo Wang et al.   IEEE Access

Co-estimation of state-of-charge, capacity and resistance for lithium-ion batteries based on a high-fidelity electrochemical model

(2016) Linfeng Zheng et al.   APPLIED ENERGY

An online method for lithium-ion battery remaining useful life estimation using importance sampling and neural networks

(2016) Ji Wu et al.   APPLIED ENERGY

A novel state of health estimation method of Li-ion battery using group method of data handling

(2016) Ji Wu et al.   JOURNAL OF POWER SOURCES

Multi-time-scale observer design for state-of-charge and state-of-health of a lithium-ion battery

(2016) Changfu Zou et al.   JOURNAL OF POWER SOURCES

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

(2015) Matteo Galeotti et al.   ENERGY

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

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

Production caused variation in capacity aging trend and correlation to initial cell performance

(2013) Thorsten Baumhöfer et al.   JOURNAL OF POWER SOURCES

Estimation of Battery State of Health Using Probabilistic Neural Network

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

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

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

(2011) Hongwen He et al.   APPLIED ENERGY

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

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