State of health prognosis for polymer electrolyte membrane fuel cell based on principal component analysis and Gaussian process regression
Kui Chen, Kai Liu, Yue Zhou, Yang Li, Guangning Wu, Guoqiang Gao, Haijun Wang, Salah Laghrouche, Abdesslem Djerdir
Topics & Concepts
Principal component analysisElectrolyteProton exchange membrane fuel cellFuel cellsPolymerProcess (computing)Component (thermodynamics)Principal component regressionState (computer science)Regression analysisMembraneKrigingMaterials scienceChemistryThermodynamicsProcess engineeringComputer scienceChemical engineeringPhysical chemistryEngineeringPhysicsArtificial intelligenceAlgorithmElectrodeComposite materialMachine learningBiochemistryOperating systemFault Detection and Control SystemsAdvanced Data Processing TechniquesGaussian Processes and Bayesian Inference