Gaussian process-based prognostics of lithium-ion batteries and design optimization of cathode active materials
Homero Valladares, Tianyi Li, Likun Zhu, Hazim El-Mounayri, Ahmed M. Hashem, Ashraf E. Abdel-Ghany, Andrés Tovar
Topics & Concepts
KrigingBayesian optimizationGaussian processComputer scienceFlexibility (engineering)Surrogate modelBattery (electricity)Multi-objective optimizationPrognosticsBayesian probabilityElectronicsReliability engineeringGaussianMachine learningArtificial intelligenceEngineeringData miningChemistryMathematicsElectrical engineeringStatisticsQuantum mechanicsComputational chemistryPower (physics)PhysicsAdvanced Battery Technologies ResearchReliability and Maintenance OptimizationElectric Vehicles and Infrastructure