Evanescent fiber optic chemical sensor for monitoring volatile organic compounds in water

被引:61
|
作者
Blair, DS [1 ]
Burgess, LW [1 ]
Brodsky, AM [1 ]
机构
[1] UNIV WASHINGTON,CTR PROC ANALYT CHEM,SEATTLE,WA 98195
关键词
D O I
10.1021/ac961086a
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The transport of trichloroethylene, 1,1,1-trichloroethane, and toluene in aqueous solutions through a polydimethylsiloxane film was modeled using a Fickian diffusion model to fit data obtained from an evanescent fiber-optic chemical sensor (EFOCS). The resultant diffusion coefficients for these analytes were respectively 3 x 10(-7), 5 x 10(-7), and 1 x 10(-7) cm(2)/s. Inclusion of an interfacial conductance term, defined as the ratio of the mass transport coefficient across the polymer surface and the analyte diffusion coefficient in the polymer, was required to accurately model the data. It was determined that the interfacial conductance terms were generally of the same order of magnitude for the analytes examined, suggesting a constant transport mechanism for the analytes. Linear chemometric algorithms were used to model the EFOCS response to aqueous mixtures of the three analytes with individual analyte concentrations between 20 and 300 ppm. Both partial least-squares and principal component regression algorithms performed comparably on the calibration sets, with cross-validated root-mean-squared errors of prediction for trichloroethylene, 1,1,1-trichloroethane, and toluene of approximately 26, 29, and 22 ppm, respectively. The resultant prediction model was then used to determine analyte concentrations in an independent data set with comparable precision.
引用
收藏
页码:2238 / 2246
页数:9
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