Application of a lab-made electronic nose for extra virgin olive oils commercial classification according to the perceived fruitiness intensity

نویسندگان

چکیده

An electronic nose, comprising nine metal oxide sensors, has been built aiming to classify olive oils according the fruity intensity commercial grade (ripely or light, medium and intense greenly fruity), following European regulated complementary terminology. The lab-made sensor device was capable differentiate standard aqueous solutions (acetic acid, cis-3-hexenyl, cis-3-hexen-1-ol, hexanal, 1-hexenol nonanal) that mimicked positive sensations (e.g., fatty, floral, fruit, grass, green leaves attributes) negative attributes sour vinegary defects), as well semi-quantitatively them concentration ranges (0.05–2.25 mg/kg). For that, unsupervised (principal component analysis) supervised (linear discriminant analysis: sensitivity of 92% for leave-one-out cross validation) classification multivariate models were established based on six gas respectively. It also showed E-nose allowed differentiating/discriminating (sensitivity 81% extra virgin perceived fruitiness ripely fruity, fruity. In conclusion, could be used a practical preliminary non-destructive tool guaranteeing correctness oil labelling.

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ژورنال

عنوان ژورنال: Talanta

سال: 2021

ISSN: ['0039-9140', '1873-3573']

DOI: https://doi.org/10.1016/j.talanta.2021.122122