A method for the early prediction of abnormal conditions in chemical processes combined with physical knowledge and the data-driven model
Shangzhi Liu, Qinglong Liu, Salim Ahmed, Jingjing Wang, Fangyi Lei, Dongfeng Zhao
Topics & Concepts
InterpretabilityGeneralizability theoryVariable (mathematics)Ranking (information retrieval)Key (lock)Process (computing)Computer scienceChemical processData miningPartial least squares regressionTime seriesMultivariate statisticsFeature (linguistics)Machine learningArtificial intelligenceEngineeringStatisticsMathematicsOperating systemLinguisticsMathematical analysisComputer securityPhilosophyChemical engineeringFault Detection and Control SystemsRisk and Safety AnalysisAdvanced Data Processing Techniques