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A multi-scale learning approach for remaining useful life prediction of lithium-ion batteries based on variational mode decomposition and Monte Carlo sampling

EngineeringMachine LearningLife PredictionDeterioration ModelingMonte CarloPredictive AnalyticsLithium-ion BatteriesEnergy PredictionMulti-scale Learning ApproachFunctional Data AnalysisStatisticsService Life PredictionMultiscale Modeling