Comprehensive and multidimensional tools for crude oil property prediction and petrochemical industry refinery inferences

[Display omitted] •GC × GC-TOFMS associated with N-PLS was used to determine petroleum properties.•°API and wax appearance temperature (WAT) in whole crude oil were determined.•Predictions were made for physicochemical properties.•Multivariate calibration was conducted to correlate the petroleomic p...

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Veröffentlicht in:	Fuel (Guildford) 2018-07, Vol.223, p.188-197
Hauptverfasser:	Vale, Daniella L., de Aguiar, Paula F., de Oliveira, Lize Mirela S.L., Vanini, Gabriela, Pereira, Vinicius B., Alexandre, Larissa O., da Silva, Giovani S.C., Mendes, Luiz André, Gomes, Alexandre O., Azevedo, Débora A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Automation Bias Calibration Chromatography Comprehensive bidimensional gas chromatography Cost analysis Crude oil Data processing Decomposition Dimensional analysis Fractionation Gas chromatography Gravitation Gravity Innovations Mass spectrometry Mass spectroscopy Multivariate analysis Multiway partial least squares Multiway prediction Petrochemicals industry Pretreatment Refineries Refining Root-mean-square errors
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