Optimal BP neural network algorithm for state of charge estimation of lithium-ion battery using PSO with PCA feature selection

Lithium-ion Battery Electrothermal Model, Parameter Estimation, and Simulation Environment

(2017) Simone Orcioni et al.   Energies

An Online SOC and SOH Estimation Model for Lithium-Ion Batteries

(2017) Shyh-Chin Huang et al.   Energies

Real-Time Model-Based Estimation of SOC and SOH for Energy Storage Systems

(2017) Mario Cacciato et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

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

Review of energy storage systems for electric vehicle applications: Issues and challenges

(2017) M.A. Hannan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

(2016) Fangdan Zheng et al.   APPLIED ENERGY

Lithium Ion Batteries—Development of Advanced Electrical Equivalent Circuit Models for Nickel Manganese Cobalt Lithium-Ion

(2016) Alexandros Nikolian et al.   Energies

Sensor Fault Detection, Isolation, and Estimation in Lithium-Ion Batteries

(2016) Satadru Dey et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Performance-Driven Distributed PCA Process Monitoring Based on Fault-Relevant Variable Selection and Bayesian Inference

(2016) Qingchao Jiang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Lithium-Ion Battery Aging Experiments at Subzero Temperatures and Model Development for Capacity Fade Estimation

(2016) Joris Jaguemont et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A New Predictive Model for the State-of-Charge of a High-Power Lithium-Ion Cell Based on a PSO-Optimized Multivariate Adaptive Regression Spline Approach

(2016) Juan Carlos Alvarez Anton et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

LiFePO4 battery state of charge estimation based on the improved Thevenin equivalent circuit model and Kalman filtering

(2016) Zhu Xu et al.   Journal of Renewable and Sustainable Energy

Charging and discharging model of lithium-ion battery for charge equalization control using particle swarm optimization algorithm

(2016) M. M. Hoque et al.   Journal of Renewable and Sustainable Energy

Voltage equalization control algorithm for monitoring and balancing of series connected lithium-ion battery

(2016) M. M. Hoque et al.   Journal of Renewable and Sustainable Energy

A Multiobjective Genetic Programming-Based Ensemble for Simultaneous Feature Selection and Classification

(2016) Kaustuv Nag et al.   IEEE Transactions on Cybernetics

A Practical Scheme to Involve Degradation Cost of Lithium-Ion Batteries in Vehicle-to-Grid Applications

(2016) Hossein Farzin et al.   IEEE Transactions on Sustainable Energy

Study of the Characteristics of Battery Packs in Electric Vehicles With Parallel-Connected Lithium-Ion Battery Cells

(2015) Xianzhi Gong et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Loss-Minimization-Based Charging Strategy for Lithium-Ion Battery

(2015) Zheng Chen et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

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

An Improved Neural Network with Random Weights Using Backtracking Search Algorithm

(2015) Bingqing Wang et al.   NEURAL PROCESSING LETTERS

Wind Power Forecasting Using Neural Network Ensembles With Feature Selection

(2015) Song Li et al.   IEEE Transactions on Sustainable Energy

Designing Artificial Neural Networks Using Particle Swarm Optimization Algorithms

(2015) Beatriz A. Garro et al.   Computational Intelligence and Neuroscience

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

A novel method for state of charge estimation of lithium-ion batteries using a nonlinear observer

(2014) Bizhong Xia et al.   JOURNAL OF POWER SOURCES

A practical framework of electrical based online state-of-charge estimation of lithium ion batteries

(2014) Feng Leng et al.   JOURNAL OF POWER SOURCES

The State of Charge Estimation of Lithium-Ion Batteries Based on a Proportional-Integral Observer

(2013) Jun Xu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A novel model of the initial state of charge estimation for LiFePO4 batteries

(2013) Yanhui Zhang et al.   JOURNAL OF POWER SOURCES

A critical review on state of charge of batteries

(2013) Zhang Yanhui et al.   Journal of Renewable and Sustainable Energy

Online cell SOC estimation of Li-ion battery packs using a dual time-scale Kalman filtering for EV applications

(2012) Haifeng Dai et al.   APPLIED ENERGY

Particle filter for state of charge and state of health estimation for lithium–iron phosphate batteries

(2012) Simon Schwunk 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

Battery Management Systems in Electric and Hybrid Vehicles

(2011) Yinjiao Xing et al.   Energies

State-of-Charge Estimation for Lithium-Ion Batteries Using Neural Networks and EKF

(2010) Mohammad Charkhgard et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

State of charge estimation based on evolutionary neural network

(2008) Cheng Bo et al.   ENERGY CONVERSION AND MANAGEMENT

Canonical Correlation Feature Selection for Sensors With Overlapping Bands: Theory and Application

(2008) Biliana Paskaleva et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING