Dimensionality analysis in machine learning failure detection models. A case study with LNG compressors
Fernando Hidalgo-Mompeán, Juan F. Gómez Fernández, Gonzalo Cerruela García, Adolfo Crespo Márquez
Topics & Concepts
UnavailabilityFeature selectionCurse of dimensionalityArtificial intelligenceMachine learningRanking (information retrieval)Gas compressorComputer scienceFeature (linguistics)Dimensionality reductionFailure mode and effects analysisEngineeringSelection (genetic algorithm)Reliability engineeringMechanical engineeringPhilosophyLinguisticsOil and Gas Production TechniquesSoftware Reliability and Analysis ResearchReservoir Engineering and Simulation Methods