Intelligent fault detection scheme for constant-speed wind turbines based on improved multiscale fuzzy entropy and adaptive chaotic Aquila optimization-based support vector machine
Zhenya Wang, Gaosong Li, Ligang Yao, Yuxiang Cai, Tangxin Lin, Jun Zhang, Hui Dong
Topics & Concepts
TurbineComputer scienceSupport vector machineWind powerEntropy (arrow of time)Fault detection and isolationFeature extractionExtreme learning machineArtificial intelligenceChaoticFuzzy logicPattern recognition (psychology)Control theory (sociology)EngineeringArtificial neural networkActuatorQuantum mechanicsMechanical engineeringPhysicsControl (management)Electrical engineeringMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisStructural Health Monitoring Techniques