Title :
Low-Cost Electronic Tongue System and Its Application to Explosive Detection
Author :
Garcia-Breijo, E. ; Peris, R.M. ; Pinatti, C.O. ; Fillol, M.A. ; Civera, J.I. ; Prats, R.B.
Author_Institution :
Inst. of Mol. Recognition & Technol. Dev. (IDM), Unidad Mixta Univ. Politec. de Valencia (UPV), Valencia, Spain
Abstract :
The use of biomimetic measurement systems as electronic tongues and noses has considerably increased in the last years. This paper presents the design of a low-cost electronic tongue system that includes a software application that runs on a personal computer and electronic equipment based on a 16-b microcontroller. The designed system is able to implement voltammetry and impedance spectroscopy measurements with different-electrode configurations. The data obtained from the electrochemical measurements can be used to build statistical models able to assess physicochemical properties of the samples. The designed system has been applied to the detection and quantification of trinitrotoluene (TNT), which is one of the most common explosive materials. Pulse voltammetry measurements were carried out on TNT samples with different concentration levels. The principal component analysis of the obtained results shows that the electronic tongue is able to detect TNT in acetonitrile samples. Prediction models were built with partial least squares regression, and a good correlation was observed between the pulse voltammetry measurements and the TNT concentration levels. In this experience, a new voltammetric data compression algorithm based on polynomial approximations has been tested with good results. The electronic tongue has also been applied to the prediction of water quality parameters in wastewater and to the evaluation of different-pulse array designs for pulse voltammetry experiences.
Keywords :
biomimetics; chemical variables measurement; computerised instrumentation; data compression; electric impedance measurement; electronic noses; electronic tongues; explosive detection; least squares approximations; microcontrollers; organic compounds; principal component analysis; regression analysis; voltammetry (chemical analysis); wastewater; water quality; TNT concentration measurement; acetonitrile sample; biomimetic measurement system; correlation method; electrochemical measurement; electronic equipment; electronic nose; electronic tongue system; explosive detection; explosive material detection; impedance spectroscopy measurement; microcontroller; partial least square regression; personal computer; physicochemical property; polynomial approximation; principal component analysis; pulse array design; pulse voltammetry; pulse voltammetry measurement; software application; statistical model; trinitrotoluene; voltammetric data compression algorithm; wastewater; water quality parameter prediction; Arrays; Current measurement; Electrodes; Impedance; Principal component analysis; Spectroscopy; Tongue; Data analysis; electronic tongue; explosives; microcontrollers; voltammetry;
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
DOI :
10.1109/TIM.2012.2215156