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

Reliable state of charge estimation of battery packs using fuzzy adaptive federated filtering

(2020) Lin Hu et al.   APPLIED ENERGY

Multi-objective decision analysis for data-driven based estimation of battery states: A case study of remaining useful life estimation

(2020) Shuzhi Zhang et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

An adaptive fusion estimation algorithm for state of charge of lithium-ion batteries considering wide operating temperature and degradation

(2020) Xing Shu et al.   JOURNAL OF POWER SOURCES

Online battery state-of-charge estimation methods in micro-grid systems

(2020) Sofia Boulmrharj et al.   Journal of Energy Storage

An adaptive multi-state estimation algorithm for lithium-ion batteries incorporating temperature compensation

(2020) Xing Shu et al.   ENERGY

State of charge estimation of lithium-ion batteries using hybrid autoencoder and Long Short Term Memory neural networks

(2020) Mohammad Fasahat et al.   JOURNAL OF POWER SOURCES

Online diagnosis of state of health for lithium-ion batteries based on short-term charging profiles

(2020) Xing Shu et al.   JOURNAL OF POWER SOURCES

A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems

(2020) Yujie Wang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Implementation of generative adversarial network-CLS combined with bidirectional long short-term memory for lithium-ion battery state prediction

(2020) Haoliang Zhang et al.   Journal of Energy Storage

Real-time predictive energy management of plug-in hybrid electric vehicles for coordination of fuel economy and battery degradation

(2020) Ningyuan Guo et al.   ENERGY

Noise-Immune Model Identification and State-of-Charge Estimation for Lithium-Ion Battery Using Bilinear Parameterization

(2020) Zhongbao Wei et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

An improved adaptive unscented kalman filtering for state of charge online estimation of lithium-ion battery

(2020) Shuzhi Zhang et al.   Journal of Energy Storage

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

(2019) Fangfang Yang et al.   ENERGY

Optimal charging strategy design for lithium‐ion batteries considering minimization of temperature rise and energy loss

(2019) Zheng Chen et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

State of charge estimation for lithium-ion battery using an electrochemical model based on electrical double layer effect

(2019) Huanhuan Li et al.   ELECTROCHIMICA ACTA

Learning of Battery Model Bias for Effective State of Charge Estimation of Lithium-Ion Batteries

(2019) Zhimin Xi et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Improved state of charge estimation for Li-ion batteries using fractional order extended Kalman filter

(2019) Kodjo S.R. Mawonou et al.   JOURNAL OF POWER SOURCES

An improved state of charge estimation method based on cubature Kalman filter for lithium-ion batteries

(2019) Jiankun Peng et al.   APPLIED ENERGY

State-of-charge estimation of lithium-ion battery using an improved neural network model and extended Kalman filter

(2019) Cheng Chen et al.   JOURNAL OF CLEANER PRODUCTION

A framework for state-of-charge and remaining discharge time prediction using unscented particle filter

(2019) Yujie Wang et al.   APPLIED ENERGY

Transfer Learning With Long Short-Term Memory Network for State-of-Health Prediction of Lithium-Ion Batteries

(2019) Yandan Tan et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

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

(2018) Rui Xiong et al.   IEEE Access

Comparative study of methods for integrated model identification and state of charge estimation of lithium-ion battery

(2018) Zhongbao Wei et al.   JOURNAL OF POWER SOURCES

A novel framework for Lithium-ion battery modeling considering uncertainties of temperature and aging

(2018) Xiaopeng Tang et al.   ENERGY CONVERSION AND MANAGEMENT

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

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

State of charge estimation of lithium-ion batteries using the open-circuit voltage at various ambient temperatures

(2013) Yinjiao Xing et al.   APPLIED ENERGY