SAW sensor array for wine discrimination

A surface acoustic wave (SAW) sensor array has been developed in order to discriminate Spanish wine coming from different grape varieties and elaboration processes. Sensors were coated with diverse thicknesses of polyepichlorohydrin (PECH), polyetherurethane (PEUT) and polydimethylsiloxane (PDMS). Linear techniques as principal component analysis (PCA) and linear discriminant analysis (LDA) and non-linear ones as probabilistic neural networks (PNN) have been used for pattern recognition. A classification success rate of 86% has been achieved.

[1]  Kevin A. Vetelino,et al.  Detection of organic chemicals by SAW sensor array , 1999 .

[2]  Nicole Barié,et al.  Development of a preconcentration unit for a SAW sensor micro array and its use for indoor air quality monitoring , 2003 .

[3]  S. Biswas,et al.  Differentiation of vegetable oils and determination of sunflower oil oxidation using a surface acoustic wave sensing device , 2004 .

[4]  H. Gemmeke,et al.  Development of an analytical microsystem for organic gas detection based on surface acoustic wave resonators , 1995 .

[5]  U. Wolff,et al.  SAW sensors for harsh environments , 2001, IEEE Sensors Journal.

[6]  N. Gallagher,et al.  Inverse least-squares modeling of vapor descriptors using polymer-coated surface acoustic wave sensor array responses. , 2001, Analytical chemistry.

[7]  Carles Cané,et al.  Fine-tuning of the resonant frequency using a hybrid coupler and fixed components in SAW oscillators for gas detection , 2004 .

[8]  Carles Cané,et al.  Detection of volatile organic compounds using surface acoustic wave sensors with different polymer coatings , 2004 .

[9]  H. Wohltjen Mechanism of Operation and Design Considerations for Surface Acoustic Wave Device Vapor Sensors. , 1984 .

[10]  Guanping Feng,et al.  A novel instrument based upon extremely high Q-value surface acoustic wave resonator array and neural network , 2000 .

[11]  Jay W. Grate,et al.  Method for unknown vapor characterization and classification using a multivariate sorption detector. Initial derivation and modeling based on polymer-coated acoustic wave sensor arrays and linear solvation energy relationships , 1999 .

[12]  Xiaoru Wang,et al.  Electronic nose based on SAWS array and its odor identification capability , 2000 .