Lithium-ion battery health estimate based on electrochemical impedance spectroscopy and CNN-BiLSTM-Attention
Qingkai Xing, Xinwei Sun, Yaping Fu, Kai Wang
Topics & Concepts
Computer scienceBenchmark (surveying)Mean squared errorConvolutional neural networkBattery (electricity)Dielectric spectroscopyArtificial neural networkArtificial intelligenceLithium-ion batteryPattern recognition (psychology)ElectrochemistryMathematicsChemistryStatisticsPower (physics)GeodesyPhysical chemistryPhysicsGeographyQuantum mechanicsElectrodeAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies