Enhanced Fault Detection of Wind Turbine Using eXtreme Gradient Boosting Technique Based on Nonstationary Vibration Analysis
Ahmed Ali Farhan Ogaili, Mohsin Noori Hamzah, Alaa Abdulhady Jaber
Topics & Concepts
TurbineWind powerSupport vector machineCondition monitoringVibrationFeature selectionDowntimeFault detection and isolationTurbine bladeComputer scienceArtificial intelligenceEngineeringPattern recognition (psychology)Reliability engineeringActuatorAcousticsAerospace engineeringElectrical engineeringPhysicsMachine Fault Diagnosis TechniquesStructural Health Monitoring TechniquesGear and Bearing Dynamics Analysis