Comparison of near-IR, Raman, and mid-IR spectroscopies for the determination of BTEX in petroleum fuels

被引:66
作者
Cooper, JB [1 ]
Wise, KL
Welch, WT
Sumner, MB
Wilt, BK
Bledsoe, RR
机构
[1] Old Dominion Univ, Dept Chem & Biochem, Norfolk, VA 23529 USA
[2] Ashland Oil Co, Dept Res & Dev, Ashland, KY 41114 USA
关键词
Raman; near-IR; FT-IR; BTEX; benzene; ethylbenzene; toluene; xylene; petroleum; gasoline; partial least-squares;
D O I
10.1366/0003702971939596
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
We report for the first time a direct comparison of the three most common vibrational analysis techniques for the determination of individual BTEX components (benzene, toluene, ethylbenzene, ortho-xylene, meta-xylene, and para-xylene) in blended commercial gasolines, Partial least-squares (PLS) regression models were constructed for each BTEX component by using each of the three spectroscopic techniques. A minimum of 120 types of blended gasolines were used in the training set for each BTEX component. Leave-one-out validation of the training sets yields lower standard errors for Raman and mid-IR spectroscopies when compared to near-IR for all six BTEX components. In general, mid-IR has slightly lower standard errors than Raman, These trends are upheld when the models are tested by using independent test sets with a minimum of 40 types of blended gasolines (all of which differ in composition from the training set).
引用
收藏
页码:1613 / 1620
页数:8
相关论文
共 22 条
  • [1] THE APPLICATION OF NIR SPECTROSCOPY FOR THE PREDICTION OF PROPERTIES OF AUSTRALIAN REFINED REFORMATE
    ASKER, N
    KOKOT, S
    [J]. APPLIED SPECTROSCOPY, 1991, 45 (07) : 1153 - 1157
  • [2] ANALYSIS OF AVIATION TURBINE FUEL COMPOSITION BY LASER RAMAN-SPECTROSCOPY
    CHUNG, WM
    WANG, Q
    SEZERMAN, U
    CLARKE, RH
    [J]. APPLIED SPECTROSCOPY, 1991, 45 (09) : 1527 - 1532
  • [3] DETERMINATION OF AROMATIC COMPOSITION OF FUELS BY LASER RAMAN-SPECTROSCOPY
    CLARKE, RH
    CHUNG, WM
    WANG, Q
    DEJESUS, S
    SEZERMAN, U
    [J]. JOURNAL OF RAMAN SPECTROSCOPY, 1991, 22 (02) : 79 - 82
  • [4] COATES JP, 1995, SPECTROSCOPY, V10, P20
  • [5] COATES JP, 1995, SPECTROSCOPY, V10, P27
  • [6] Determination of weight percent oxygen in commercial gasoline: A comparison between FT-Raman, FT-IR, and dispersive near-IR spectroscopies
    Cooper, JB
    Wise, KL
    Welch, WT
    Bledsoe, RR
    Sumner, MB
    [J]. APPLIED SPECTROSCOPY, 1996, 50 (07) : 917 - 921
  • [7] DETERMINATION OF OCTANE NUMBERS AND REID VAPOR-PRESSURE OF COMMERCIAL PETROLEUM FUELS USING FT-RAMAN SPECTROSCOPY AND PARTIAL LEAST-SQUARES REGRESSION-ANALYSIS
    COOPER, JB
    WISE, KL
    GROVES, J
    WELCH, WT
    [J]. ANALYTICAL CHEMISTRY, 1995, 67 (22) : 4096 - 4100
  • [8] REMOTE FIBEROPTIC RAMAN ANALYSIS OF XYLENE ISOMERS IN MOCK PETROLEUM FUELS USING A LOW-COST DISPERSIVE INSTRUMENT AND PARTIAL LEAST-SQUARES REGRESSION-ANALYSIS
    COOPER, JB
    FLECHER, PE
    VESS, TM
    WELCH, WT
    [J]. APPLIED SPECTROSCOPY, 1995, 49 (05) : 586 - 592
  • [9] COOPER JB, 1997, IN PRESS SPECTROCH A
  • [10] COOPER JB, 1997, IN PRESS ENCY ENV AN