Towards efficient state of charge estimation of lithium-ion batteries using canonical correlation analysis

Estimating State of Charge for xEV Batteries Using 1D Convolutional Neural Networks and Transfer Learning

(2021) Arnab Bhattacharjee et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A combined method for state-of-charge estimation for lithium-ion batteries using a long short-term memory network and an adaptive cubature Kalman filter

(2020) Yong Tian et al.   APPLIED ENERGY

State-of-charge estimation of lithium-ion batteries using LSTM and UKF

(2020) Fangfang Yang et al.   ENERGY

A Method of State-of-Charge Estimation for EV Power Lithium-Ion Battery Using a Novel Adaptive Extended Kalman Filter

(2020) Zhicheng He et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A rapid online calculation method for state of health of lithium-ion battery based on coulomb counting method and differential voltage analysis

(2020) Shuzhi Zhang et al.   JOURNAL OF POWER SOURCES

A Survey on Canonical Correlation Analysis

(2020) Xinghao Yang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Extreme Learning Machine Model for State-of-Charge Estimation of Lithium-Ion Battery Using Gravitational Search Algorithm

(2019) Molla S. Hossain Lipu et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Stacked bidirectional long short-term memory networks for state-of-charge estimation of lithium-ion batteries

(2019) Chong Bian et al.   ENERGY

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

The lithium-ion battery: State of the art and future perspectives

(2018) Ghassan Zubi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

Influence of different open circuit voltage tests on state of charge online estimation for lithium-ion batteries

(2016) Fangdan Zheng et al.   APPLIED ENERGY

A novel multi-model probability battery state of charge estimation approach for electric vehicles using H-infinity algorithm

(2016) Cheng Lin et al.   APPLIED ENERGY

State-of-Charge Estimation for Li-Ion Power Batteries Based on a Tuning Free Observer

(2016) Xiaopeng Tang et al.   Energies

Robust Adaptive Sliding-Mode Observer Using RBF Neural Network for Lithium-Ion Battery State of Charge Estimation in Electric Vehicles

(2016) Xiaopeng Chen et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A comparative study and validation of state estimation algorithms for Li-ion batteries in battery management systems

(2015) Joaquín Klee Barillas et al.   APPLIED ENERGY

Investigation of path dependence in commercial lithium-ion cells for pure electric bus applications: Aging mechanism identification

(2015) Zeyu Ma et al.   JOURNAL OF POWER SOURCES

Online state of charge and model parameters estimation of the LiFePO 4 battery in electric vehicles using multiple adaptive forgetting factors recursive least-squares

(2015) Van-Huan Duong et al.   JOURNAL OF POWER SOURCES

A method for state-of-charge estimation of LiFePO 4 batteries at dynamic currents and temperatures using particle filter

(2015) Yujie Wang et al.   JOURNAL OF POWER SOURCES

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

(2014) LiuWang Kang et al.   APPLIED ENERGY

State of charge estimation for Li-ion batteries using neural network modeling and unscented Kalman filter-based error cancellation

(2014) Wei He et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

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

A novel approach for state of charge estimation based on adaptive switching gain sliding mode observer in electric vehicles

(2013) Xiaopeng Chen et al.   JOURNAL OF POWER SOURCES

Evaluation on State of Charge Estimation of Batteries With Adaptive Extended Kalman Filter by Experiment Approach

(2012) Rui Xiong et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY