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Kernel principle component analysis and random under sampling boost based fault diagnosis method and its application to a pressurized water reactor

Yiqing Wang, Peiwei Sun

2023Nuclear Engineering and Design11 citationsDOI

Topics & Concepts

Kernel principal component analysisPressurized water reactorFault detection and isolationFault (geology)EngineeringPrincipal component analysisNonlinear systemSampling (signal processing)Artificial intelligenceProcess (computing)UnivariateKernel (algebra)Task (project management)Computer sciencePattern recognition (psychology)Data miningSupport vector machineMachine learningMathematicsMultivariate statisticsKernel methodFilter (signal processing)Operating systemQuantum mechanicsSystems engineeringPhysicsSeismologyElectrical engineeringActuatorCombinatoricsGeologyNuclear engineeringFault Detection and Control SystemsNuclear Engineering Thermal-HydraulicsMineral Processing and Grinding