Novel automatic model construction method for the rapid characterization of petroleum properties from near-infrared spectroscopy
Huijing Yu, Xinjie Wang, Feifei Shen, Jian Long, Wenli Du
Topics & Concepts
InterpretabilitySupport vector machineComputer scienceCharacterization (materials science)Process (computing)Partial least squares regressionOil refineryPetroleum productPetroleumRefineryRepresentation (politics)Artificial intelligenceData miningMathematical optimizationAlgorithmMachine learningEngineeringMathematicsChemistryPolitical sciencePoliticsLawMaterials scienceNanotechnologyOrganic chemistryWaste managementOperating systemSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchFault Detection and Control Systems