Interpretable machine learning prediction for li-ion battery's state of health based on electrochemical impedance spectroscopy and temporal features
Minghan Bao, D Liu, Yuyao Wu, Zhengying Wang, Jing Yang, Lan Lin, Qiang Ru
Topics & Concepts
Dielectric spectroscopyBattery (electricity)IonElectrical impedanceElectrochemistrySpectroscopyAnalytical Chemistry (journal)Computer scienceMaterials scienceChemistryElectrodePhysicsEngineeringPhysical chemistryElectrical engineeringThermodynamicsChromatographyOrganic chemistryQuantum mechanicsPower (physics)Advanced Battery Technologies ResearchFault Detection and Control SystemsFuel Cells and Related Materials