Long-Term Battery Voltage, Power, and Surface Temperature Prediction Using a Model-Based Extreme Learning Machine

Reinforcement learning-based real-time power management for hybrid energy storage system in the plug-in hybrid electric vehicle

(2018) Rui Xiong et al.   APPLIED ENERGY

A Double-Scale, Particle-Filtering, Energy State Prediction Algorithm for Lithium-Ion Batteries

(2018) Rui Xiong et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Power capability evaluation for lithium iron phosphate batteries based on multi-parameter constraints estimation

(2018) Yujie Wang et al.   JOURNAL OF POWER SOURCES

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

(2018) Rui Xiong et al.   IEEE Access

Electrochemical Model-Based Condition Monitoring via Experimentally Identified Li-Ion Battery Model and HPPC

(2017) Md Rahman et al.   Energies

Lithium-Ion Battery Parameters and State-of-Charge Joint Estimation Based on H-Infinity and Unscented Kalman Filters

(2017) Quanqing Yu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Fading Kalman filter-based real-time state of charge estimation in LiFePO4 battery-powered electric vehicles

(2016) KaiChin Lim 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

Butler-Volmer equation-based model and its implementation on state of power prediction of high-power lithium titanate batteries considering temperature effects

(2016) Jiuchun Jiang et al.   ENERGY

Particle swarm optimization-based optimal power management of plug-in hybrid electric vehicles considering uncertain driving conditions

(2016) Zeyu Chen et al.   ENERGY

A Framework for Simplification of PDE-Based Lithium-Ion Battery Models

(2016) Changfu Zou et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

An online model-based method for state of energy estimation of lithium-ion batteries using dual filters

(2016) Guangzhong Dong et al.   JOURNAL OF POWER SOURCES

Multi-time-scale observer design for state-of-charge and state-of-health of a lithium-ion battery

(2016) Changfu Zou et al.   JOURNAL OF POWER SOURCES

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

A highly accurate predictive-adaptive method for lithium-ion battery remaining discharge energy prediction in electric vehicle applications

(2015) Guangming Liu et al.   APPLIED ENERGY

Robust and Adaptive Estimation of State of Charge for Lithium-Ion Batteries

(2015) Caiping Zhang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Implementation and robustness of an analytically based battery state of power

(2015) Torsten Wik 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 method for state-of-charge estimation of LiFePO 4 batteries based on a dual-circuit state observer

(2015) Xiaopeng Tang et al.   JOURNAL OF POWER SOURCES

Thermal investigation of lithium-ion battery module with different cell arrangement structures and forced air-cooling strategies

(2014) Tao Wang et al.   APPLIED ENERGY

A novel temperature-compensated model for power Li-ion batteries with dual-particle-filter state of charge estimation

(2014) Xingtao Liu et al.   APPLIED ENERGY

Estimation of state-of-charge and state-of-power capability of lithium-ion battery considering varying health conditions

(2014) Fengchun Sun et al.   JOURNAL OF POWER SOURCES

A data-driven adaptive state of charge and power capability joint estimator of lithium-ion polymer battery used in electric vehicles

(2013) Rui Xiong et al.   ENERGY

Three-Dimensional Thermal Model of a Lithium Ion Battery for Hybrid Mobile Working Machines: Determination of the Model Parameters in a Pouch Cell

(2013) Kirill Murashko et al.   IEEE TRANSACTIONS ON ENERGY CONVERSION

Expanding the Peukert equation for battery capacity modeling through inclusion of a temperature dependency

(2013) Austin Hausmann et al.   JOURNAL OF POWER SOURCES

Electrical energy storage for transportation—approaching the limits of, and going beyond, lithium-ion batteries

(2012) Michael M. Thackeray et al.   Energy & Environmental Science

Power prediction from a battery state estimator that incorporates diffusion resistance

(2012) Shuoqin Wang et al.   JOURNAL OF POWER SOURCES

A review on the key issues for lithium-ion battery management in electric vehicles

(2012) Languang Lu et al.   JOURNAL OF POWER SOURCES

Kalman filtering state of charge estimation for battery management system based on a stochastic fuzzy neural network battery model

(2011) Long Xu et al.   ENERGY CONVERSION AND MANAGEMENT

Extreme learning machines: a survey

(2011) Guang-Bin Huang et al.   International Journal of Machine Learning and Cybernetics

Enhanced random search based incremental extreme learning machine

(2007) Guang-Bin Huang et al.   NEUROCOMPUTING