Deep neural network based battery impedance spectrum prediction using only impedance at characteristic frequencies
Yue Sun, Jinpeng Tian, Chenxu Wang, Jinpeng Tian, Hailong Li
Topics & Concepts
Electrical impedanceDielectric spectroscopyArtificial neural networkBattery (electricity)Mean squared errorEquivalent circuitBiological systemMaterials scienceComputer scienceElectronic engineeringChemistryMathematicsElectrodeEngineeringElectrical engineeringPhysicsArtificial intelligenceElectrochemistryVoltageStatisticsPower (physics)Quantum mechanicsPhysical chemistryBiologyAdvanced Battery Technologies ResearchFuel Cells and Related MaterialsConducting polymers and applications