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Optimized principal component analysis and multi-state Bayesian network integrated method for chemical process monitoring and variable state prediction

Nan Liu, Ji Wang, Suli Sun, Chuankun Li, Wende Tian

2021Chemical Engineering Journal37 citationsDOI

Topics & Concepts

Principal component analysisCovariance matrixBayesian networkGaussian processData miningCovarianceComputer scienceEntropy (arrow of time)Fault detection and isolationArtificial neural networkPattern recognition (psychology)Artificial intelligenceGaussianMathematicsMachine learningAlgorithmStatisticsChemistryComputational chemistryQuantum mechanicsActuatorPhysicsFault Detection and Control SystemsMineral Processing and GrindingSpectroscopy and Chemometric Analyses
Optimized principal component analysis and multi-state Bayesian network integrated method for chemical process monitoring and variable state prediction | Litcius