Capacity estimation of lithium-ion battery through interpretation of electrochemical impedance spectroscopy combined with machine learning
Yan Li, Min Ye, Qiao Wang, Gaoqi Lian, Martin Kemény, Baozhou Xia, Binrui Zhang
Topics & Concepts
Dielectric spectroscopyBattery (electricity)Lithium (medication)ElectrochemistryInterpretation (philosophy)Lithium-ion batteryElectrical impedanceIonMaterials scienceComputer scienceAnalytical Chemistry (journal)Electrical engineeringChemistryEngineeringPhysicsElectrodeChromatographyThermodynamicsMedicinePhysical chemistryPower (physics)Organic chemistryEndocrinologyProgramming languageAdvanced Battery Technologies ResearchFault Detection and Control SystemsAdvancements in Battery Materials