Machine learning approach for predicting crude oil stability based on NMR spectroscopy
Dubravka Raljević, Jelena Parlov Vuković, Vilko Smrečki, Ljiljana Marinić Pajc, Predrag Novak, Tomica Hrenar, Tomislav Jednačak, Lucija Konjević, Bruno Pinević, Tonka Gašparac
Topics & Concepts
Principal component analysisAsphalteneChemistryCrude oilMultivariate statisticsLinear regressionStability (learning theory)Light crude oilChemometricsPrincipal component regressionPetroleum productNuclear magnetic resonance spectroscopyChromatographyPetroleumAnalytical Chemistry (journal)MathematicsComputer scienceOrganic chemistryStatisticsMachine learningPetroleum engineeringEngineeringNMR spectroscopy and applicationsHydrocarbon exploration and reservoir analysisPetroleum Processing and Analysis