Evaluating the Predictive Powers of Spectroscopy and Chromatography for Fuel Quality Assessment

In this work, a set of 45 fuel samples from around the world was acquired, with complete compositional and specification test results. These samples were analyzed by near-infrared (NIR) spectrophot...

[1]  Sijmen de Jong,et al.  Regression coefficients in multilinear PLS , 1998 .

[2]  Kevin J. Johnson,et al.  Monitoring Diesel Fuel Degradation by Gas Chromatography−Mass Spectroscopy and Chemometric Analysis , 2004 .

[3]  Kevin J. Johnson,et al.  Pattern recognition of jet fuels: comprehensive GC×GC with ANOVA-based feature selection and principal component analysis , 2002 .

[4]  M. P. Gómez-Carracedo,et al.  Multivariate prediction of eight kerosene properties employing vapour-phase mid-infrared spectrometry , 2003 .

[5]  The Application of Chemometric Methods to Correlate Fuel Performance with Composition from Gas Chromatography , 2004 .

[6]  J. Carstensen,et al.  Aligning of single and multiple wavelength chromatographic profiles for chemometric data analysis using correlation optimised warping , 1998 .

[7]  G. E. Fodor,et al.  Analysis of middle distillate fuels by midband infrared spectroscopy , 1993 .

[8]  Determination of octane numbers and Reid vapor pressure in commercial gasoline using dispersive fiber-optic Raman spectroscopy , 1997 .

[9]  S. Macho,et al.  Near-infrared spectroscopy and multivariate calibration for the quantitative determination of certain properties in the petrochemical industry , 2002 .

[10]  R. Bro.  Multiway calibration. Multilinear PLS , 1996 .

[11]  R. Synovec,et al.  Two-dimensional gas chromatography and trilinear partial least squares for the quantitative analysis of aromatic and naphthene content in naphtha. , 2001, Analytical chemistry.

[12]  J. Callis,et al.  Prediction of gasoline octane numbers from near-infrared spectral features in the range 660-1215 nm , 1989 .

[13]  Celio Pasquini,et al.  Determination of total sulfur in diesel fuel employing NIR spectroscopy and multivariate calibration. , 2003, The Analyst.

[14]  P. Fredericks,et al.  Determination of Petroleum Properties by Fiber-Optic Fourier Transform Raman Spectrometry and Partial Least-Squares Analysis , 1995 .

[15]  Rasmus Bro,et al.  On the difference between low-rank and subspace approximation: improved model for multi-linear PLS regression , 2001 .

[16]  Jerry Workman,et al.  A Brief Review of near Infrared in Petroleum Product Analysis , 1996 .