Extreme Learning Machine-Based Thermal Model for Lithium-Ion Batteries of Electric Vehicles under External Short Circuit

Lithium-ion battery aging mechanisms and diagnosis method for automotive applications: Recent advances and perspectives

(2020) Rui Xiong et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Modelling and experiments to identify high-risk failure scenarios for testing the safety of lithium-ion cells

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Electrical‐thermal behaviors of a cylindrical graphite‐ NCA Li ‐ion battery responding to external short circuit operation

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Combined modeling and experimental study of the high-temperature behavior of a lithium-ion cell: Differential scanning calorimetry, accelerating rate calorimetry and external short circuit

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Characterization of external short circuit faults in electric vehicle Li-ion battery packs and prediction using artificial neural networks

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Online Fault Diagnosis of External Short Circuit for Lithium-Ion Battery Pack

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Robust Estimation of Battery System Temperature Distribution Under Sparse Sensing and Uncertainty

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

(2018) Xiaopeng Tang et al.   Energies

A fractional-order model-based battery external short circuit fault diagnosis approach for all-climate electric vehicles application

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Li plating as unwanted side reaction in commercial Li-ion cells – A review

(2018) Thomas Waldmann et al.   JOURNAL OF POWER SOURCES

Li-Ion Battery Fire Hazards and Safety Strategies

(2018) Lingxi Kong et al.   Energies

Extreme Learning Machine Based Prognostics of Battery Life

(2018) Roozbeh Razavi-Far et al.   International Journal on Artificial Intelligence Tools

Overcharge investigation of large format lithium-ion pouch cells with Li(Ni0.6Co0.2Mn0.2)O2 cathode for electric vehicles: Thermal runaway features and safety management method

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Review on battery thermal management system for electric vehicles

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External short circuit performance of Graphite-LiNi 1/3 Co 1/3 Mn 1/3 O 2 and Graphite-LiNi 0.8 Co 0.15 Al 0.05 O 2 cells at different external resistances

(2017) Akos Kriston et al.   JOURNAL OF POWER SOURCES

An electrochemical-thermal coupled overcharge-to-thermal-runaway model for lithium ion battery

(2017) Dongsheng Ren et al.   JOURNAL OF POWER SOURCES

A Simulation Framework for Battery Cell Impact Safety Modeling Using LS-DYNA

(2017) James Marcicki et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Online internal short circuit detection for a large format lithium ion battery

(2016) Xuning Feng et al.   APPLIED ENERGY

Extreme learning machine based spatiotemporal modeling of lithium-ion battery thermal dynamics

(2015) Zhen Liu et al.   JOURNAL OF POWER SOURCES

Trends in extreme learning machines: A review

(2015) Gao Huang et al.   NEURAL NETWORKS

Modeling Nail Penetration Process in Large-Format Li-Ion Cells

(2014) Wei Zhao et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY