Please use this identifier to cite or link to this item: http://repositorio.unicamp.br/jspui/handle/REPOSIP/341793
Type: Artigo
Title: Rapid determination of nutritional parameters of pasta/sauce blends by handheld near-infrared spectroscopy
Author: Neves, Marina D. G.
Poppi, Ronei J.
Siesler, Heinz W.
Abstract: Nowadays, near infrared (NIR) spectroscopy has experienced a rapid progress in miniaturization (instruments < 100 g are presently available), and the price for handheld systems has reached the < $500 level for high lot sizes. Thus, the stage is set for NIR spectroscopy to become the technique of choice for food and beverage testing, not only in industry but also as a consumer application. However, contrary to the (in our opinion) exaggerated claims of some direct-to-consumer companies regarding the performance of their food scanners with cloud evaluation of big data, the present publication will demonstrate realistic analytical data derived from the development of partial least squares (PLS) calibration models for six different nutritional parameters (energy, protein, fat, carbohydrates, sugar, and fiber) based on the NIR spectra of a broad range of different pasta/sauce blends recorded with a handheld instrument. The prediction performance of the PLS calibration models for the individual parameters was double-checked by cross-validation (CV) and test-set validation. The results obtained suggest that in the near future consumers will be able to predict the nutritional parameters of their meals by using handheld NIR spectroscopy under every-day life conditions
Subject: Espectroscopia de infravermelho
Calibração
Country: Suiça
Editor: MDPI
Rights: Aberto
Identifier DOI: 10.3390/molecules24112029
Address: https://www.mdpi.com/1420-3049/24/11/2029
Date Issue: 2019
Appears in Collections:IB - Artigos e Outros Documentos

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