State-of-charge dependent equivalent circuit model identification for batteries using sparse Gaussian process regression
Kesen Fan, Yiming Wan, Benben Jiang
Topics & Concepts
Parametric statisticsRobustness (evolution)KrigingState of chargeNonlinear systemAlgorithmNoise (video)Gaussian processGaussianEquivalent circuitParametric modelComputer scienceControl theory (sociology)EngineeringBattery (electricity)VoltageArtificial intelligenceMathematicsMachine learningStatisticsPhysicsElectrical engineeringGeneQuantum mechanicsBiochemistryControl (management)ChemistryImage (mathematics)Power (physics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies