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Transfer learning to estimate lithium-ion battery state of health with electrochemical impedance spectroscopy

Qingkai Xing, Ming Zhang, Yaping Fu, Kai Wang

2025Journal of Energy Storage40 citationsDOI

Topics & Concepts

Dielectric spectroscopyBattery (electricity)IonLithium (medication)ElectrochemistryState of healthState (computer science)Lithium-ion batteryElectrical impedanceMaterials scienceSpectroscopyChemistryElectrical engineeringComputer sciencePhysicsEngineeringPsychologyElectrodeThermodynamicsPower (physics)Physical chemistryQuantum mechanicsAlgorithmPsychiatryOrganic chemistryAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems
Transfer learning to estimate lithium-ion battery state of health with electrochemical impedance spectroscopy | Litcius