Convolutional autoencoder-based SOH estimation of lithium-ion batteries using electrochemical impedance spectroscopy
Josue Obregon, Yu-Ri Han, Chang Won Ho, Devanadane Mouraliraman, Chang Woo Lee, Jae‐Yoon Jung
Topics & Concepts
AutoencoderConvolutional neural networkDeep learningArtificial intelligenceComputer scienceDielectric spectroscopyBattery (electricity)Pattern recognition (psychology)Machine learningPower (physics)ElectrochemistryChemistryPhysical chemistryPhysicsElectrodeQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies