Monitoring of the acid catalysed esterification of ethanol by acetic acid using Raman spectroscopy

被引:15
作者
Ampiah-Bonney, RJ [1 ]
Walmsley, AD [1 ]
机构
[1] Univ Hull, Dept Chem, Fac Sci & Environm, Hull HU6 7RX, N Humberside, England
关键词
D O I
10.1039/a907200d
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The acid catalysed esterification of ethanol by acetic acid has been monitored using Raman spectroscopy. It was found that noise and baseline shift due to fluorescence spectra and process dynamics obscured the essential chemical information in the data. Principal components analysis and regression analyses have been applied progressively to de-noise the data and to extract the Raman signal. It was found that the first principal component (PC1) contained the fluorescence, while the second principal component (PC2) contained the pure Raman spectra. It was then possible to reconstruct the original data using only the second principal component, and then use this reconstructed data to follow the progress of the reaction. To be sure that the data in PC2 represented the real chemical process, the kinetics of the reaction were calculated using selected wavelength profiles in PC2. It was shown that the reaction follows theoretical second order kinetics, which is expected of this esterification.
引用
收藏
页码:1817 / 1821
页数:5
相关论文
共 15 条
[1]   Comments on the relationship between principal components analysis and weighted linear regression for bivariate data sets [J].
Andrews, DT ;
Chen, LG ;
Wentzell, PD ;
Hamilton, DC .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1996, 34 (02) :231-244
[2]  
ATKINS PW, 1990, PHYSICAL CHEM, P786
[3]   PROCESS ANALYTICAL-CHEMISTRY [J].
BLASER, WW ;
BREDEWEG, RA ;
HARNER, RS ;
LAPACK, MA ;
LEUGERS, A ;
MARTIN, DP ;
PELL, RJ ;
WORKMAN, J ;
WRIGHT, LG .
ANALYTICAL CHEMISTRY, 1995, 67 (12) :R47-R70
[4]  
Colthup N.B., 1990, INTRO INFRARED RAMAN, DOI DOI 10.1016/B978-0-08-091740-5.50003-X
[5]  
COLTHUP NB, 1990, INTRO INFRARED RAMAN, P61
[6]   Modulated FT-Raman fiber optic spectroscopy: A technique for remotely monitoring high-temperature reactions in real-time [J].
Cooper, JB ;
Wise, KL ;
Jensen, BJ .
ANALYTICAL CHEMISTRY, 1997, 69 (11) :1973-1978
[7]   Chemometric analysis of Raman spectroscopic data for process control applications [J].
Cooper, JB .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1999, 46 (02) :231-247
[8]   DETERMINATION OF OCTANE NUMBERS AND REID VAPOR-PRESSURE OF COMMERCIAL PETROLEUM FUELS USING FT-RAMAN SPECTROSCOPY AND PARTIAL LEAST-SQUARES REGRESSION-ANALYSIS [J].
COOPER, JB ;
WISE, KL ;
GROVES, J ;
WELCH, WT .
ANALYTICAL CHEMISTRY, 1995, 67 (22) :4096-4100
[9]   Translating third-order data analysis methods to chemical batch processes [J].
Dahl, KS ;
Piovoso, MJ ;
Kosanovich, KA .
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1999, 46 (02) :161-180
[10]  
EDINBOROUGH M, 1994, WRITING ORGANIC REAC, P140