A comparative study of battery state-of-charge estimation using electrochemical impedance spectroscopy by different machine learning methods
Yongjun Yuan, Bo Jiang, Qinpin Chen, Xueyuan Wang, Xuezhe Wei, Haifeng Dai
Topics & Concepts
Dielectric spectroscopyBattery (electricity)State of chargeState (computer science)Electrical impedanceCharge (physics)ElectrochemistrySpectroscopyMaterials scienceAnalytical Chemistry (journal)Computer scienceElectrical engineeringEngineeringChemistryPhysicsThermodynamicsElectrodePhysical chemistryChromatographyPower (physics)AlgorithmQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems