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Bluetooth-Connected Pocket Spectrometer and Chemometrics for Olive Oil Applications

Unsaturated fatty acids are renowned for their beneficial effects on the cardiovascular system. The high content of unsaturated fatty acids is a benefit of vegetable fats and an important nutraceutical indicator. The ability to quickly check fat composition of an edible oil could be advantageous for...

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Autores principales: Ciaccheri, Leonardo, Adinolfi, Barbara, Mencaglia, Andrea Azelio, Mignani, Anna Grazia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9368343/
https://www.ncbi.nlm.nih.gov/pubmed/35954033
http://dx.doi.org/10.3390/foods11152265
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author Ciaccheri, Leonardo
Adinolfi, Barbara
Mencaglia, Andrea Azelio
Mignani, Anna Grazia
author_facet Ciaccheri, Leonardo
Adinolfi, Barbara
Mencaglia, Andrea Azelio
Mignani, Anna Grazia
author_sort Ciaccheri, Leonardo
collection PubMed
description Unsaturated fatty acids are renowned for their beneficial effects on the cardiovascular system. The high content of unsaturated fatty acids is a benefit of vegetable fats and an important nutraceutical indicator. The ability to quickly check fat composition of an edible oil could be advantageous for both consumers and retailers. A Bluetooth-connected pocket spectrometer operating in NIR band was used for analyzing olive oils of different qualities. Reference data for fatty acid composition were obtained from a certified analytical laboratory. Chemometrics was used for processing data, and predictive models were created for determining saturated and unsaturated fatty acid content. The NIR spectrum also demonstrated good capability in classifying extra virgin and non-extra virgin olive oils. The pocket spectrometer used in this study has a relatively low cost, which makes it affordable for a wide class of users. Therefore, it may open the opportunity for quick and non-destructive testing of edible oil, which can be of interest for consumer, retailers, and for small/medium-size producers, which lack easy access to conventional analytics.
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spelling pubmed-93683432022-08-12 Bluetooth-Connected Pocket Spectrometer and Chemometrics for Olive Oil Applications Ciaccheri, Leonardo Adinolfi, Barbara Mencaglia, Andrea Azelio Mignani, Anna Grazia Foods Article Unsaturated fatty acids are renowned for their beneficial effects on the cardiovascular system. The high content of unsaturated fatty acids is a benefit of vegetable fats and an important nutraceutical indicator. The ability to quickly check fat composition of an edible oil could be advantageous for both consumers and retailers. A Bluetooth-connected pocket spectrometer operating in NIR band was used for analyzing olive oils of different qualities. Reference data for fatty acid composition were obtained from a certified analytical laboratory. Chemometrics was used for processing data, and predictive models were created for determining saturated and unsaturated fatty acid content. The NIR spectrum also demonstrated good capability in classifying extra virgin and non-extra virgin olive oils. The pocket spectrometer used in this study has a relatively low cost, which makes it affordable for a wide class of users. Therefore, it may open the opportunity for quick and non-destructive testing of edible oil, which can be of interest for consumer, retailers, and for small/medium-size producers, which lack easy access to conventional analytics. MDPI 2022-07-29 /pmc/articles/PMC9368343/ /pubmed/35954033 http://dx.doi.org/10.3390/foods11152265 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ciaccheri, Leonardo
Adinolfi, Barbara
Mencaglia, Andrea Azelio
Mignani, Anna Grazia
Bluetooth-Connected Pocket Spectrometer and Chemometrics for Olive Oil Applications
title Bluetooth-Connected Pocket Spectrometer and Chemometrics for Olive Oil Applications
title_full Bluetooth-Connected Pocket Spectrometer and Chemometrics for Olive Oil Applications
title_fullStr Bluetooth-Connected Pocket Spectrometer and Chemometrics for Olive Oil Applications
title_full_unstemmed Bluetooth-Connected Pocket Spectrometer and Chemometrics for Olive Oil Applications
title_short Bluetooth-Connected Pocket Spectrometer and Chemometrics for Olive Oil Applications
title_sort bluetooth-connected pocket spectrometer and chemometrics for olive oil applications
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9368343/
https://www.ncbi.nlm.nih.gov/pubmed/35954033
http://dx.doi.org/10.3390/foods11152265
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