Deep learning enabled state-of-charge estimation of LiFePO4 batteries: A systematic validation on state-of-the-art charging protocols

Critical Insights Into Fast Charging Techniques for Lithium-Ion Batteries in Electric Vehicles

(2021) Kamala Kumari Duru et al.   IEEE TRANSACTIONS ON DEVICE AND MATERIALS RELIABILITY

State of charge prediction framework for lithium-ion batteries incorporating long short-term memory network and transfer learning

(2021) Yu Liu et al.   Journal of Energy Storage

Electrode ageing estimation and open circuit voltage reconstruction for lithium ion batteries

(2021) Jinpeng Tian et al.   Energy Storage Materials

State-of-charge estimation of LiFePO4 batteries in electric vehicles: A deep-learning enabled approach

(2021) Jinpeng Tian et al.   APPLIED ENERGY

Deep neural network battery charging curve prediction using 30 points collected in 10 min

(2021) Jinpeng Tian et al.   Joule

Battery pack consistency modeling based on generative adversarial networks

(2021) Xinyuan Fan et al.   ENERGY

A Battery Health Monitoring Method Using Machine Learning: A Data-Driven Approach

(2020) Shehzar Shahzad Sheikh et al.   Energies

Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression

(2020) Zhongwei Deng et al.   ENERGY

State-of-Health Estimation Based on Differential Temperature for Lithium Ion Batteries

(2020) Jinpeng Tian et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Data-driven state of charge estimation of lithium-ion batteries: Algorithms, implementation factors, limitations and future trends

(2020) M.S. Hossain Lipu et al.   JOURNAL OF CLEANER PRODUCTION

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

(2019) Fangfang Yang et al.   ENERGY

Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review

(2019) Yi Li et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Deep convolutional neural networks with ensemble learning and transfer learning for capacity estimation of lithium-ion batteries

(2019) Sheng Shen et al.   APPLIED ENERGY

A hybrid state-of-charge estimation method based on credible increment for electric vehicle applications with large sensor and model errors

(2019) Xin Lai et al.   Journal of Energy Storage

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

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

Influence analysis of static and dynamic fast-charging current profiles on ageing performance of commercial lithium-ion batteries

(2017) Mohamed Abdel-Monem et al.   ENERGY

Lithium-Ion Battery Pack State of Charge and State of Energy Estimation Algorithms Using a Hardware-in-the-Loop Validation

(2017) Yongzhi Zhang et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Online available capacity prediction and state of charge estimation based on advanced data-driven algorithms for lithium iron phosphate battery

(2016) Zhongwei Deng et al.   ENERGY

State of charge estimation for pulse discharge of a LiFePO4 battery by a revised Ah counting

(2015) Naixing Yang et al.   ELECTROCHIMICA ACTA

Temperature dependent state-of-charge estimation of lithium ion battery using dual spherical unscented Kalman filter

(2015) Htet Aung et al.   IET Power Electronics

Temperature-Adaptive Alternating Current Preheating of Lithium-Ion Batteries with Lithium Deposition Prevention

(2015) Hao Ge et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

State-of-charge estimation for battery management system using optimized support vector machine for regression

(2014) J.N. Hu et al.   JOURNAL OF POWER SOURCES

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 comparative study of state of charge estimation algorithms for LiFePO4 batteries used in electric vehicles

(2012) Jiahao Li et al.   JOURNAL OF POWER SOURCES

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

(2011) Hongwen He et al.   APPLIED ENERGY

Kalman filtering state of charge estimation for battery management system based on a stochastic fuzzy neural network battery model

(2011) Long Xu et al.   ENERGY CONVERSION AND MANAGEMENT

Dynamic electric behavior and open-circuit-voltage modeling of LiFePO4-based lithium ion secondary batteries

(2010) Michael A. Roscher et al.   JOURNAL OF POWER SOURCES

Lithium batteries: Status, prospects and future

(2009) Bruno Scrosati et al.   JOURNAL OF POWER SOURCES