Enhancing reliability in electrified transportation: A conformalized quantile regression framework for battery state-of-charge uncertainty quantification
Kian Lun Soon, Lam Tatt Soon
Topics & Concepts
QuantileEstimatorReliability (semiconductor)CalibrationUncertainty quantificationComputer scienceQuantile regressionPrediction intervalInterval (graph theory)Coverage probabilityMeasurement uncertaintyGaussianReliability engineeringProbability distributionUncertainty analysisBattery (electricity)Mathematical optimizationRegressionGaussian processSensitivity analysisStandard deviationKrigingVariance (accounting)Confidence intervalStandard errorRegression analysisLinear regressionAdvanced Battery Technologies ResearchElectric Vehicles and InfrastructureElectric and Hybrid Vehicle Technologies