Improving the monitoring indicators of a variable speed wind turbine using support vector regression
Hugo André, Flavien Allemand, Ilyes Khelf, Adeline Bourdon, Didier Rémond
Topics & Concepts
TurbineComputer scienceWind powerWind speedCondition monitoringTerm (time)Relation (database)Support vector machineRegression analysisRotational speedPerformance indicatorScatter plotRegressionVariable (mathematics)Control theory (sociology)Control engineeringEngineeringArtificial intelligenceMachine learningData miningStatisticsMeteorologyMathematicsMechanical engineeringControl (management)EconomicsManagementElectrical engineeringQuantum mechanicsPhysicsMathematical analysisMachine Fault Diagnosis TechniquesStructural Health Monitoring TechniquesGear and Bearing Dynamics Analysis