Title :
A Concept of a Sensor System for Determining Composition of Organic Solvents
Author :
Szczurek, Andrzej ; Maciejewska, Monika ; Bodzoj, Lukasz ; Flisowska-Wiercik, Barbara
Author_Institution :
Fac. of Environ. Eng., Wroclaw Univ. of Technol., Wroclaw, Poland
fDate :
5/1/2010 12:00:00 AM
Abstract :
This paper presents the results of work on a gas sensor system for determining qualitative and quantitative composition of organic solvents. The system performs the analysis of gaseous mixtures, which are obtained by evaporating liquid solvents and therefore directly represent their composition. The system utilizes gas sensor array, which is built of Taguchi gas sensors (TGS). It provides patterns of measured solvents which are analyzed by pattern recognition module. The module employs multivariate statistical tools like discriminant function analysis (DFA) and partial least squares (PLS) regression. The determination of solvent composition is organized in a hierarchical structure. The concept of the system was experimentally verified using the example of two-component solvents. It was here demonstrated that the proposed system is capable of determining qualitative and quantitative composition of liquid solvents.
Keywords :
gas sensors; least squares approximations; regression analysis; Taguchi gas sensors; discriminant function analysis; gas sensor array; gaseous mixtures; multivariate statistical tools; organic solvents; partial least squares regression; qualitative-quantitative composition; sensor system; two-component solvents; Gas detectors; Humans; Hydrocarbons; Law; Manufacturing processes; Pattern recognition; Sensor arrays; Sensor systems; Solvents; Volatile organic compounds; Multisensor system; organic solvent composition; pattern recognition; sensor array;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2009.2037901