Semi-supervised estimation of capacity degradation for lithium ion batteries with electrochemical impedance spectroscopy
Rui Xiong, Jinpeng Tian, Weixiang Shen, Jiahuan Lu, Fengchun Sun
Topics & Concepts
Battery (electricity)Computer scienceMean squared errorDielectric spectroscopyArtificial neural networkConvolutional neural networkElectrical impedanceMachine learningRaw dataSupervised learningArtificial intelligencePattern recognition (psychology)MathematicsStatisticsEngineeringPower (physics)ElectrochemistryChemistryProgramming languageElectrodePhysicsElectrical engineeringPhysical chemistryQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies