A hybrid deep learning model for lithium-ion battery state-of-health estimation using electrochemical impedance spectroscopy
Chunling Wu, Liding Wang, Jinhao Meng, Jingyun Huang, Taiping Yang, Li Wang, Yating Chang, Xiangming He
Topics & Concepts
Battery (electricity)Dielectric spectroscopyDeep learningMaterials scienceElectrical impedanceElectronic engineeringArtificial intelligenceElectrical engineeringElectrochemistryEngineeringOptoelectronicsFocused Impedance MeasurementArtificial neural networkComputer scienceSpectroscopyEquivalent circuitTemperature measurementAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems