Data-driven fault diagnosis for wind turbines using modified multiscale fluctuation dispersion entropy and cosine pairwise-constrained supervised manifold mapping
Zhenya Wang, Gaosong Li, Ligang Yao, Xiaoli Qi, Jun Zhang
Topics & Concepts
Computer sciencePairwise comparisonWind powerEntropy (arrow of time)Nonlinear dimensionality reductionCosine similarityPattern recognition (psychology)Trigonometric functionsTurbineArtificial intelligenceDimensionality reductionVisualizationFault (geology)AlgorithmMathematicsEngineeringSeismologyMechanical engineeringQuantum mechanicsGeometryGeologyPhysicsElectrical engineeringMachine Fault Diagnosis TechniquesPower System Reliability and MaintenanceStructural Health Monitoring Techniques