DocumentCode :
1441858
Title :
Recognition of Coffee Using Differential Electronic Nose
Author :
Brudzewski, Kazimierz ; Osowski, Stanislaw ; Dwulit, Anna
Author_Institution :
Warsaw Univ. of Technol., Warsaw, Poland
Volume :
61
Issue :
6
fYear :
2012
fDate :
6/1/2012 12:00:00 AM
Firstpage :
1803
Lastpage :
1810
Abstract :
This paper studies the application of the differential electronic nose for the recognition of coffee, particularly the forgery of it, made by mixing two different quality coffee brands (the mediocre product and the high-quality coffee type), sold as the high-quality coffee brand. Since the beans are practically unrecognizable by the shape and visual inspection, the only solution to this problem is the application of the chemical analysis. The usually applied approach is the liquid chromatography. However, it is a laborious and expensive method, requiring special equipment and an experienced operator. In this paper, we propose the application of the differential electronic nose, relying its decision on the measurement of the coffee smell by the semiconductor gas sensors organized in the form of a matrix. We will show that differential electronic nose applying the special procedure of signal processing is of sufficient sensitivity for the recognition of the forgery of coffee and performs much better than the classical electronic nose (e-nose).
Keywords :
chemical analysis; chromatography; electronic noses; matrix algebra; pattern recognition; signal processing; chemical analysis; coffee recognition; differential electronic nose; forgery recognition; high-quality coffee brand; liquid chromatography; matrix; mediocre coffee brand; semiconductor gas sensors; shape inspection; signal processing; visual inspection; Array signal processing; Electronic noses; Gas detectors; Robustness; Sensor arrays; Temperature measurement; Coffee beans; differential electronic nose; flavor recognition; signal processing; support vector machines (SVMs);
fLanguage :
English
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9456
Type :
jour
DOI :
10.1109/TIM.2012.2184011
Filename :
6146428
Link To Document :
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