Intelligent state of charge estimation of lithium-ion batteries based on L-M optimized back-propagation neural network

Comparison of SOC Estimation between the Integer-Order Model and Fractional-Order Model Under Different Operating Conditions

(2020) Guoqing Jin et al.   Energies

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

Searching for the optimal current pattern based on grey wolf optimizer and equivalent circuit model of Li-ion batteries

(2020) Guan-Jhu Chen et al.   Journal of Energy Storage

Comparison of robustness of different state of charge estimation algorithms

(2020) Lichao Ren et al.   JOURNAL OF POWER SOURCES

Prediction of compression force evolution over degradation for a lithium-ion battery

(2020) Eunji Kwak et al.   JOURNAL OF POWER SOURCES

Data driven estimation of electric vehicle battery state-of-charge informed by automotive simulations and multi-physics modeling

(2020) Marco Ragone et al.   JOURNAL OF POWER SOURCES

Online capacity estimation of lithium-ion batteries with deep long short-term memory networks

(2020) Weihan Li et al.   JOURNAL OF POWER SOURCES

Elman neural network using ant colony optimization algorithm for estimating of state of charge of lithium-ion battery

(2020) Xiaobo Zhao et al.   Journal of Energy Storage

A novel deep learning framework for state of health estimation of lithium-ion battery

(2020) Yaxiang Fan et al.   Journal of Energy Storage

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

Variation Operators for Grouping Genetic Algorithms: A Review

(2020) Octavio Ramos-Figueroa et al.   Swarm and Evolutionary Computation

An agile model for the eco-design of electric vehicle Li-ion batteries

(2019) Peggy Zwolinski et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

A deep learning method for online capacity estimation of lithium-ion batteries

(2019) Sheng Shen et al.   Journal of Energy Storage

State of charge estimation of lithium-ion batteries using optimized Levenberg-Marquardt wavelet neural network

(2018) Bizhong Xia et al.   ENERGY

Overview of Lithium-Ion Battery Modeling Methods for State-of-Charge Estimation in Electrical Vehicles

(2018) Jinhao Meng et al.   Applied Sciences-Basel

Reliability design of battery management system for power battery

(2018) Guoning Xu et al.   MICROELECTRONICS RELIABILITY

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

(2017) M. S. Hossain Lipu et al.   Journal of Renewable and Sustainable Energy

Self-adaptive particle swarm optimization: a review and analysis of convergence

(2017) Kyle Robert Harrison et al.   Swarm Intelligence

Estimation method of state-of-charge for lithium-ion battery used in hybrid electric vehicles based on variable structure extended kalman filter

(2016) Yong Sun et al.   Chinese Journal of Mechanical Engineering