Early-stage lifetime prediction for lithium-ion batteries: Linear regression - ensemble learning hybrid model based on impedance spectroscopy geometry
Shude Zhang, Weiru Yuan, Yingzhou Wang, Shun Cheng, Jianguo Wang, Jianguo Wang
Topics & Concepts
Dielectric spectroscopyLithium (medication)Linear regressionElectrical impedanceStage (stratigraphy)IonRegressionRegression analysisEnsemble learningMaterials scienceAnalytical Chemistry (journal)Computer scienceEngineeringMachine learningChemistryMathematicsElectrical engineeringStatisticsGeologyElectrodeChromatographyElectrochemistryPhysical chemistryPsychologyOrganic chemistryPaleontologyPsychiatryAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization