State of health estimation of lithium-ion batteries based on the fusion of aging feature extraction and SSA-ELM machine learning algorithms
Yiwei Fan, Haonan Yang, Congjin Ye, Yang Wen, Satyam Panchal, Roydon Fraser, Michael Fowler, Huifang Dong
Topics & Concepts
Extreme learning machineFusionLithium (medication)State of healthComputer scienceEstimationFeature extractionState (computer science)Feature (linguistics)AlgorithmExtraction (chemistry)Artificial intelligencePattern recognition (psychology)Machine learningArtificial neural networkEngineeringBattery (electricity)Power (physics)ChemistryPhysicsChromatographyMedicineQuantum mechanicsPhilosophyLinguisticsSystems engineeringEndocrinologyAdvanced Battery Technologies ResearchFault Detection and Control SystemsMachine Learning and ELM