5 South Zhongguancun street
Center for Energy and Environmental Policy Researc
Beijing, 100081
China
Beijing Institute of Technology
Lithium-ion battery, knee point prediction, online life classification, Machine Learning, feature extraction
lithium-ion battery, low-temperature charging, lithium plating, reversibility, fast charging
Life prediction and classification, Physical features extraction, Machine learning, equivalent circuit model, Voltage relaxation, Mixed operation conditions
Electric vehicle, lithium-ion battery, low temperature heating, alternating pulse, thermal management
Supercapacitor, Self-discharge, External charging strategy, EIS analysis, Pore volume
Supercapacitor, Self-discharge mitigation, Charging strategy, Electrochemical impedance spectroscopy, Pore volume
Uncertainty quantification, Truncated bayes by backprop through time (TB), Gated recurrent unit (GRU), Proton exchange membrane fuel cell (PEMFC)
supercapacitor, Self-discharge, Electrochemical impedance spectroscopy, Continuum modeling, Charging strategy
Transfer learning；Voltage extrapolation；Dynamic conditions, PEMFC
Degradation prognosis, Deep neural network, Increment capacity, Source-free domain adaptation
Diverse augmented generalization network, Domain generalization, Lithium-ion battery, Remaining Useful Life, Temporal distribution partition
Lithium-ion batteries, temperature estimation, online sequential extreme learning machine, Kalman filtering, fault diagnosis
