Fleet-based early fault detection of wind turbine gearboxes using physics-informed deep learning based on cyclic spectral coherence
Fabian Perez-Sanjines, Cédric Peeters, Timothy Verstraeten, Jérôme Antoni, Ann Nowé, Jan Helsen
Topics & Concepts
AutoencoderCyclostationary processCoherence (philosophical gambling strategy)VibrationArtificial intelligenceComputer scienceDeep learningTurbineResidualSIGNAL (programming language)Pattern recognition (psychology)Machine learningComputer visionEngineeringAlgorithmAcousticsPhysicsChannel (broadcasting)Mechanical engineeringProgramming languageQuantum mechanicsComputer networkMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisStructural Health Monitoring Techniques