DocumentCode :
1213940
Title :
Evaluation of an electronic nose to assess fruit ripeness
Author :
Brezmes, Jesús ; Fructuoso, Ma Luisa López ; Llobet, Eduard ; Vilanova, Xavier ; Recasens, Inmaculada ; Orts, Jorge ; Saiz, Guillermo ; Correig, Xavier
Author_Institution :
DEEEA-ETSE-URV, Tarragona, Spain
Volume :
5
Issue :
1
fYear :
2005
Firstpage :
97
Lastpage :
108
Abstract :
The main goal of our study was to see whether an artificial olfactory system can be used as a nondestructive instrument to measure fruit maturity. In order to make an objective comparison, samples measured with our electronic nose prototype were later characterized using fruit quality techniques. The cultivars chosen for the study were peaches, nectarines, apples, and pears. With peaches and nectarines, a PCA analysis on the electronic nose measurements helped to guess optimal harvest dates that were in good agreement with the ones obtained with fruit quality techniques. A good correlation between sensor signals and some fruit quality indicators was also found. With pears, the study addressed the possibility of classifying samples regarding their ripeness state after different cold storage and shelf-life periods. A PCA analysis showed good separation between samples measured after a shelf-life period of seven days and samples with four or less days. Finally, the electronic nose monitored the shelf-life ripening of apples. A good correlation between electronic nose signals and firmness, starch index, and acidity parameters was found. These results prove that electronic noses have the potential of becoming a reliable instrument to assess fruit ripeness.
Keywords :
crops; electronic noses; food products; nondestructive testing; PCA analysis; artificial olfactory system; cold storage; electronic nose; fruit maturity; fruit quality; fruit ripeness assessment; neural networks; nondestructive instrument; pattern recognition; shelf-life ripening; Electronic noses; Helium; Instruments; Monitoring; Neural networks; Olfactory; Pattern recognition; Principal component analysis; Prototypes; Timing;
fLanguage :
English
Journal_Title :
Sensors Journal, IEEE
Publisher :
ieee
ISSN :
1530-437X
Type :
jour
DOI :
10.1109/JSEN.2004.837495
Filename :
1386228
Link To Document :
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