Characterisation of heavy oils using near-infrared spectroscopy: Optimisation of pre-processing methods and variable selection

Analytica Chimica Acta

Volumn 705, Issue 1-2, 2011, Pages 227-234

  Laxalde, Jérémy ^a,b   Ruckebusch, Cyril ^a   Devos, Olivier ^a   Caillol, Noémie ^b   Wahl, François ^b   Duponchel, Ludovic ^a  

^a UNIVERSITÉ DES SCIENCES ET TECHNOLOGIES DE LILLE   (France)

^b IFP ENERGIES NOUVELLES   (France)

Author keywords

Genetic algorithm; Heavy oils; Near infrared spectrocopy; Partial least squares regression; Spectral pre processing; Variable selection

Indexed keywords

HEAVY OIL; NEAR INFRARED SPECTROCOPY; PARTIAL LEAST SQUARES REGRESSION; PRE-PROCESSING; VARIABLE SELECTION;

GENETIC ALGORITHMS; HEAVY OIL PRODUCTION; INFRARED DEVICES; INFRARED SPECTROSCOPY; MEAN SQUARE ERROR; OPTIMIZATION; RESINS;

PROCESSING;

AROMATIC COMPOUND; ASPHALTEN DERIVATIVES; OIL; PETROLEUM; RESIN; UNCLASSIFIED DRUG;

ALGORITHM; ANALYTICAL ERROR; ARTICLE; CHEMICAL COMPOSITION; CHEMOMETRIC ANALYSIS; CONCENTRATION (PARAMETERS); CONTROLLED STUDY; INTERMETHOD COMPARISON; MATHEMATICAL MODEL; NEAR INFRARED SPECTROSCOPY; PREDICTION; PRIORITY JOURNAL; RANDOMIZATION; STATISTICAL ANALYSIS;

EID: 80053385888     PISSN: 00032670     EISSN: 18734324     Source Type: Journal    
DOI: 10.1016/j.aca.2011.05.048     Document Type: Article

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