Title :
Real time detection of beer defects with a hand held electronic nose
Author :
Santos, Jose Pedro ; Lozano, Jesus
Author_Institution :
GRlDSEN, Inst. de Tecnol. Fisicas y de la Informacion (ITEFI), Madrid, Spain
Abstract :
A hand held wireless portable electronic nose (e-nose) has been developed for general purpose applications. It is based on non-specific micromechanized semiconductor sensors. It has been applied to the real time detection of two common aromatic defects in beer: acetaldehyde and ethyl acetate. Several measurements are made in order to check the discrimination capability of the system in the quantitative and qualitative classification these compounds in beer. Principal Component Analysis (PCA) and classification with Artificial Neural Networks are made as data processing methods.
Keywords :
beverages; electronic noses; inspection; neural nets; portable instruments; principal component analysis; production engineering computing; quality control; PCA; acetaldehyde; aromatic defects; artificial neural networks; beer defects realtime detection; discrimination capability; ethyl acetate; handheld wireless portable electronic nose; micromechanized semiconductor sensors; principal component analysis; qualitative classification; Automation; Biomedical monitoring; Monitoring; Noise; Principal component analysis; Web services; beer; deffects; electronic nose;
Conference_Titel :
Electron Devices (CDE), 2015 10th Spanish Conference on
Conference_Location :
Madrid
DOI :
10.1109/CDE.2015.7087492