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State-of-health estimation for lithium-ion batteries with hierarchical feature construction and auto-configurable Gaussian process regression

State EstimationNonlinear System IdentificationHierarchical Feature ConstructionMachine LearningState-of-health EstimationEngineeringLife PredictionPredictive AnalyticsLithium-ion BatteriesPredictive MaintenanceProcess ControlBusinessSystems EngineeringGaussian ProcessFunctional Data AnalysisStatistics