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

Closed-loop optimization of fast-charging protocols for batteries with machine learning

(2020) Peter M. Attia et al.   NATURE

Recursive State of Charge and State of Health Estimation Method for Lithium-Ion Batteries Based on Coulomb Counting and Open Circuit Voltage

(2020) Alejandro Gismero et al.   Energies

Time-Frequency Image Analysis and Transfer Learning for Capacity Prediction of Lithium-Ion Batteries

(2020) Ma’d El-Dalahmeh et al.   Energies

Real-Time State of Charge Estimation for Each Cell of Lithium Battery Pack Using Neural Networks

(2020) JaeHyung Park et al.   Applied Sciences-Basel

Data-driven prediction of battery cycle life before capacity degradation

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

A Review of Recurrent Neural Networks: LSTM Cells and Network Architectures

(2019) Yong Yu et al.   NEURAL COMPUTATION

Electricity Price Prediction Based on Hybrid Model of Adam optimized LSTM Neural Network and Wavelet Transform

(2019) Zihan Chang 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 Co-estimation of State of Charge, State of Health, and State of Function for Lithium-Ion Batteries in Electric Vehicles

(2018) Ping Shen et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Application of artificial neural networks in design of lithium-ion batteries

(2018) Bin Wu et al.   JOURNAL OF POWER SOURCES

Neural Network Approach for Estimating State of Charge of Lithium-Ion Battery Using Backtracking Search Algorithm

(2018) Mahammad A. Hannan et al.   IEEE Access

State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach

(2018) Ephrem Chemali 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

Insulation Resistance Monitoring Algorithm for Battery Pack in Electric Vehicle Based on Extended Kalman Filtering

(2017) Chuanxue Song et al.   Energies

Design and Implementation of a Smart Lithium-Ion Battery System with Real-Time Fault Diagnosis Capability for Electric Vehicles

(2017) Zuchang Gao et al.   Energies

Online Lithium-Ion Battery Internal Resistance Measurement Application in State-of-Charge Estimation Using the Extended Kalman Filter

(2017) et al.   Energies

Model-based fault diagnosis approach on external short circuit of lithium-ion battery used in electric vehicles

(2016) Zeyu Chen 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

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

(2016) Ji Wu et al.   APPLIED ENERGY

Designing high-energy lithium–sulfur batteries

(2016) Zhi Wei Seh et al.   CHEMICAL SOCIETY REVIEWS

Electrochemical Model-Based State of Charge Estimation for Li-Ion Cells

(2015) Matteo Corno et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Adaptive Nonlinear Model-Based Fault Diagnosis of Li-Ion Batteries

(2015) Amardeep Sidhu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A study of the open circuit voltage characterization technique and hysteresis assessment of lithium-ion cells

(2015) Anup Barai et al.   JOURNAL OF POWER SOURCES

State-of-charge estimation and uncertainty for lithium-ion battery strings

(2014) Cyril Truchot et al.   APPLIED ENERGY

Evaluation of Lithium-Ion Battery Equivalent Circuit Models for State of Charge Estimation by an Experimental Approach

(2011) Hongwen He et al.   Energies

Adaptive unscented Kalman filtering for state of charge estimation of a lithium-ion battery for electric vehicles

(2011) Fengchun Sun et al.   ENERGY

A comparative study of equivalent circuit models for Li-ion batteries

(2011) Xiaosong Hu et al.   JOURNAL OF POWER SOURCES

Enhanced coulomb counting method for estimating state-of-charge and state-of-health of lithium-ion batteries

(2009) Kong Soon Ng et al.   APPLIED ENERGY