Estimation of lithium-ion battery health state using enhanced variational autoencoder and bidirectional gated recurrent unit based on electrochemical impedance spectroscopy
Longlong Zhang, Bingyang Chen, Dongzhen Lyu, Licheng Wang, Kai Wang, Kai Wang
Topics & Concepts
Dielectric spectroscopyAutoencoderLithium (medication)IonElectrochemistryBattery (electricity)Electrical impedanceUnit (ring theory)State (computer science)Lithium-ion batterySpectroscopyChemistryAnalytical Chemistry (journal)Materials scienceComputer scienceElectronic engineeringElectrical engineeringPhysicsAlgorithmMathematicsPhysical chemistryEngineeringPower (physics)Artificial intelligenceArtificial neural networkMedicineElectrodeThermodynamicsQuantum mechanicsOrganic chemistryMathematics educationEndocrinologyChromatographyAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems