A novel PEM fuel cell remaining useful life prediction method based on singular spectrum analysis and deep Gaussian processes
Yucen Xie, Jianxiao Zou, Chao Peng, Yun Zhu, Fei Gao
Topics & Concepts
Proton exchange membrane fuel cellReliability (semiconductor)Computer scienceProbabilistic logicDegradation (telecommunications)Singular spectrum analysisNonlinear systemNoise (video)GaussianAlgorithmData miningReliability engineeringArtificial intelligenceFuel cellsEngineeringSingular value decompositionChemistryPower (physics)PhysicsComputational chemistryQuantum mechanicsImage (mathematics)Chemical engineeringTelecommunicationsAdvanced Battery Technologies ResearchFault Detection and Control SystemsControl Systems and Identification