Electronic Nose For Measuring Wine Evolution In Wine Cellars
- 1. Grupo de clasificacion de patrones y Analisis de Imageries. Universidad de Extremadura. Av. Elvas s/n, 06071 Badajoz (Spain)
- 2. Instituto de Fisica Aplicada. Consejo Superior de Investigaciones Cientificas (CSIC). C/Serrano, 144, 28006 Madrid (Spain)
- 3. Dept. Agroalimentacion. Instituto Madrileno de Investigacion y Desarrollo Rural, Agrario y Alimentario (IMIDRA). Km 38.2 N-II, 28800 Alcala de Henares (Spain)
Description
An electronic nose installed in a wine cellar for measuring the wine evolution is presented in this paper. The system extract the aroma directly from the tanks where wine is stored and carry the volatile compounds to the sensors cell. A tin oxide multisensor, prepared with RF sputtering onto an alumina substrate and doped with chromium and indium, is used. The whole system is fully automated and controlled by computer and can be supervised by internet. Linear techniques like principal component analysis (PCA) and nonlinear ones like probabilistic neural networks (PNN) are used for pattern recognition. Results show that system can detect the evolution of two different wines along 9 months stored in tanks. This system could be trained to detect off-odours of wine and warn the wine expert to correct it as soon as possible, improving the final quality of wine.
Additional details
Identifiers
- DOI
- 10.1063/1.3156568;
Publishing Information
- Journal Title
- AIP Conference Proceedings
- Journal Volume
- 1137
- Journal Issue
- 1
- Journal Page Range
- p. 419-420
- ISSN
- 0094-243X
- CODEN
- APCPCS
Conference
- Title
- 13. international symposium on olfaction and electronic nose
- Dates
- 15-17 Apr 2009
- Place
- Brescia (Italy)
INIS
- Country of Publication
- United States
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 41060269
- Subject category
- S36: MATERIALS SCIENCE;
- Resource subtype / Literary indicator
- Conference
- Descriptors DEI
- ALUMINIUM OXIDES; BEVERAGES; CHROMIUM; DOPED MATERIALS; ELECTROCHEMISTRY; EVOLUTION; INDIUM; NEURAL NETWORKS; NONLINEAR PROBLEMS; ODOROMETERS; PATTERN RECOGNITION; PROBABILISTIC ESTIMATION; QUANTITATIVE CHEMICAL ANALYSIS; SENSORS; SUBSTRATES; TIN OXIDES; VOLATILITY
- Descriptors DEC
- ALUMINIUM COMPOUNDS; CALCULATION METHODS; CHALCOGENIDES; CHEMICAL ANALYSIS; CHEMISTRY; ELEMENTS; FOOD; MATERIALS; MEASURING INSTRUMENTS; METALS; OXIDES; OXYGEN COMPOUNDS; TIN COMPOUNDS; TRANSITION ELEMENTS
Optional Information
- Notes
- (c) 2009 American Institute of Physics