Multi-time-scale framework for prognostic health condition of lithium battery using modified Gaussian process regression and nonlinear regression
Xiaoyu Li, Changgui Yuan, Zhenpo Wang
Topics & Concepts
KrigingAutoregressive modelRobustness (evolution)Regression analysisLinear regressionRegressionBattery (electricity)Nonlinear regressionNonlinear systemGaussian processComputer scienceEngineeringGaussianStatisticsArtificial intelligenceMachine learningMathematicsPower (physics)PhysicsBiochemistryChemistryQuantum mechanicsGeneAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems