Fast Capacity Estimation for Lithium-Ion Batteries Based on XGBoost and Electrochemical Impedance Spectroscopy at Various State of Charge and Temperature
Xiao Dong Zhou, Xueyuan Wang, Yongjun Yuan, Haifeng Dai, Xuezhe Wei
Topics & Concepts
Dielectric spectroscopyLithium (medication)IonState (computer science)ElectrochemistryMaterials scienceElectrical impedanceState of chargeAnalytical Chemistry (journal)Charge (physics)ChemistryElectrical engineeringComputer sciencePhysicsEngineeringBattery (electricity)Environmental chemistryThermodynamicsElectrodePower (physics)Physical chemistryAlgorithmQuantum mechanicsEndocrinologyMedicineOrganic chemistryAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsSupercapacitor Materials and Fabrication