State of health estimation for lithium-ion batteries based on impedance feature selection and improved support vector regression
Xuelei Xia, Yang Chen, Jiangwei Shen, Yonggang Liu, Yuanjian Zhang, Zheng Chen, Zheng Chen, Wei Fang
Topics & Concepts
Feature selectionLithium (medication)Support vector machineEstimationSelection (genetic algorithm)State (computer science)IonElectrical impedanceState of healthRegression analysisRegressionComputer scienceStatisticsEngineeringChemistryMathematicsMachine learningPower (physics)Electrical engineeringBattery (electricity)PhysicsAlgorithmMedicineThermodynamicsOrganic chemistryEndocrinologySystems engineeringAdvanced Battery Technologies ResearchFault Detection and Control SystemsAdvancements in Battery Materials