Data-driven analysis on thermal effects and temperature changes of lithium-ion battery

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

(2020) Peter M. Attia et al.   NATURE

Cool metric for lithium-ion batteries could spur progress

(2020) Gregory Offer et al.   NATURE

Data-driven prediction of battery cycle life before capacity degradation

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

Investigating the thermal runaway mechanisms of lithium-ion batteries based on thermal analysis database

(2019) Xuning Feng et al.   APPLIED ENERGY

Aging mechanisms and thermal stability of aged commercial 18650 lithium ion battery induced by slight overcharging cycling

(2019) Jialong Liu et al.   JOURNAL OF POWER SOURCES

Temperature dependent electrochemical performance of graphite anodes for K-ion and Li-ion batteries

(2018) Ryan A. Adams et al.   JOURNAL OF POWER SOURCES

Modeling and simulation of inhomogeneities in a 18650 nickel-rich, silicon-graphite lithium-ion cell during fast charging

(2018) J. Sturm et al.   JOURNAL OF POWER SOURCES

A data-driven remaining capacity estimation approach for lithium-ion batteries based on charging health feature extraction

(2018) Peiyao Guo et al.   JOURNAL OF POWER SOURCES

Comparison and validation of methods for estimating heat generation rate of large-format lithium-ion batteries

(2014) Jianbo Zhang et al.   JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY

Thermal runaway caused fire and explosion of lithium ion battery

(2012) Qingsong 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