Internal short circuit early detection of lithium-ion batteries from impedance spectroscopy using deep learning
Binghan Cui, Han Wang, Renlong Li, Lizhi Xiang, Jiannan Du, Huaian Zhao, Sai Li, Xinyue Zhao, Geping Yin, Xinqun Cheng, Yulin Ma, Hua Huo, Pengjian Zuo, Chunyu Du, Chunyu Du
Topics & Concepts
Dielectric spectroscopyBattery (electricity)Internal resistanceEquivalent circuitElectronicsLithium-ion batteryElectrical impedanceFalse positive paradoxComputer scienceSensitivity (control systems)Electronic engineeringMaterials scienceElectrical engineeringEngineeringChemistryArtificial intelligenceVoltageElectrochemistryElectrodePhysicsPhysical chemistryQuantum mechanicsPower (physics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies