Fault detection and diagnosis of nonlinear dynamical processes through correlation dimension and fractal analysis based dynamic kernel PCA
Wahiba Bounoua, Azzeddine Bakdi
Topics & Concepts
Nonlinear systemFractalFractal dimensionKernel (algebra)Curse of dimensionalityCorrelation dimensionDimensionality reductionChaoticFault detection and isolationDimension (graph theory)Benchmark (surveying)MathematicsPrincipal component analysisKernel principal component analysisDynamical systems theoryIntrinsic dimensionAlgorithmComputer scienceArtificial intelligenceKernel methodSupport vector machineMathematical analysisPhysicsGeodesyActuatorPure mathematicsCombinatoricsQuantum mechanicsGeographyFault Detection and Control SystemsSpectroscopy and Chemometric AnalysesNeural Networks and Applications