Predicting the discharge capacity of a lithium-ion battery after nail puncture using a Gaussian process regression with incremental capacity analysis
Casey M. Jones, Meghana Sudarshan, Vikas Tomar
Topics & Concepts
StatisticsMean squared errorRegressionCapacity lossRegression analysisKrigingGaussianLithium (medication)Standard deviationGaussian processLinear regressionVoltageBattery (electricity)MathematicsChemistryEngineeringMedicinePhysicsThermodynamicsElectrical engineeringEndocrinologyComputational chemistryPower (physics)Advanced Battery Technologies ResearchReliability and Maintenance OptimizationElectric Vehicles and Infrastructure