An improved CNN-LSTM model-based state-of-health estimation approach for lithium-ion batteries

Prognostics and health management of Lithium-ion battery using deep learning methods: A review

(2022) Ying Zhang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A novel method for state of health estimation of lithium-ion batteries based on improved LSTM and health indicators extraction

(2022) Yan Ma et al.   ENERGY

Battery management strategies: An essential review for battery state of health monitoring techniques

(2022) Sunil K. Pradhan et al.   Journal of Energy Storage

Data efficient health prognostic for batteries based on sequential information-driven probabilistic neural network

(2022) Yunhong Che et al.   APPLIED ENERGY

State of health estimation of power batteries based on multi-feature fusion models using stacking algorithm

(2022) Gengfeng Liu et al.   ENERGY

A review of deep learning approach to predicting the state of health and state of charge of lithium-ion batteries

(2022) Kai Luo et al.   Journal of Energy Chemistry

Deep learning enabled state of charge, state of health and remaining useful life estimation for smart battery management system: Methods, implementations, issues and prospects

(2022) M.S. Hossain Lipu et al.   Journal of Energy Storage

A novel state-of-health estimation for the lithium-ion battery using a convolutional neural network and transformer model

(2022) Xinyu Gu et al.   ENERGY

Incremental Capacity Analysis Applied on Electric Vehicles for Battery State-of-Health Estimation

(2021) Erik Schaltz et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Lithium Battery SOH Monitoring and an SOC Estimation Algorithm Based on the SOH Result

(2021) Jong-Hyun Lee et al.   Energies

A review on the state of health estimation methods of lead-acid batteries

(2021) Shida Jiang et al.   JOURNAL OF POWER SOURCES

A joint grey relational analysis based state of health estimation for lithium ion batteries considering temperature effects

(2021) Weiwei Qu et al.   Journal of Energy Storage

Future Ageing Trajectory Prediction for Lithium-Ion Battery Considering the Knee Point Effect

(2021) Kailong Liu et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

An end-to-end neural network framework for state-of-health estimation and remaining useful life prediction of electric vehicle lithium batteries

(2021) Penghua Li et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A model cathode for mechanistic study of organosulfide electrochemistry in Li-organosulfide batteries

(2021) Wei Zhang et al.   Journal of Energy Chemistry

State of health estimation for Li-ion battery via partial incremental capacity analysis based on support vector regression

(2020) Xiaoyu Li et al.   ENERGY

A review of the state of health for lithium-ion batteries: Research status and suggestions

(2020) Huixin Tian et al.   JOURNAL OF CLEANER PRODUCTION

One-shot parameter identification of the Thevenin’s model for batteries: Methods and validation

(2020) Ning Tian et al.   Journal of Energy Storage

Battery state-of-health estimation based on a metabolic extreme learning machine combining degradation state model and error compensation

(2020) Lin Chen et al.   ENERGY

Lithium Battery State-of-Health Estimation via Differential Thermal Voltammetry With Gaussian Process Regression

(2020) Zhenpo Wang et al.   IEEE Transactions on Transportation Electrification

The application of hybrid energy storage system with electrified continuously variable transmission in battery electric vehicle

(2019) Jiageng Ruan et al.   ENERGY

A review on prognostics and health management (PHM) methods of lithium-ion batteries

(2019) Huixing Meng et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A semiconductor-electrochemistry model for design of high-rate Li ion battery

(2019) Wei Zhang et al.   Journal of Energy Chemistry

Using a Stacked Residual LSTM Model for Sentiment Intensity Prediction

(2018) Jin Wang et al.   NEUROCOMPUTING

Design and implementation of a battery management system with active charge balance based on the SOC and SOH online estimation

(2018) Hongbin Ren et al.   ENERGY

Correlation and variable importance in random forests

(2016) Baptiste Gregorutti et al.   STATISTICS AND COMPUTING

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

(2015) Matteo Galeotti et al.   ENERGY

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

Using radial basis functions to approximate battery differential capacity and differential voltage

(2009) Jon P. Christophersen et al.   JOURNAL OF POWER SOURCES