Author, as appears in the article.: Mellado-Carretero J; Aykas DP; Puxeu M; Varela S; Rodriguez-Saona L; García-Gonzalo D; de Lamo-Castellví S
Department: Enginyeria Química
URV's Author/s: De Lamo Castellvi, Silvia / Mellado Carretero, Jorge / Varela Ballesta, Sylvana Verónica
Keywords: Surface treatment Spectroscopy Multivariate analysis Mechanical-properties Hand-held Cork wood surface treatment spectroscopy pattern-recognition multivariate analysis cork
Abstract: The aim of this paper was to evaluate the potential of using near-infrared (NIR) spectroscopy and multivariate analysis as a rapid tool to non-destructively determine the presence of surface treatments applied to cork stoppers. Density and dimensions of 6 closure varieties were characterized and the extraction force was measured on those produced for still wines. Cork stoppers were also analyzed using hand-held NIR and Raman spectrometers. Soft independent modelling of class analogy (SIMCA) models showed significant differences among treated and untreated samples, linked to components of the coating agents applied (silicone and paraffin). SIMCA model's classification performance was tested and high sensitivity (93.33 %) and specificity (100 %) values were obtained. Partial least squares regression (PLSR) model accurately predicted the extraction forces measured with low standard error of prediction (SEP = 4.0 daN). Our results are promising for the future application of this technology in cork industry, reducing time and economic losses.
Thematic Areas: Zootecnia / recursos pesqueiros Safety, risk, reliability and quality Química Polymers and plastics Microbiology (medical) Materiais Food science & technology Food science Farmacia Ciências agrárias i Ciência de alimentos Biotecnología Biomaterials
licence for use: https://creativecommons.org/licenses/by/3.0/es/
Author's mail: jorge.mellado@estudiants.urv.cat jorge.mellado@estudiants.urv.cat sylvana.varela@urv.cat silvia.delamo@urv.cat silvia.delamo@urv.cat
Author identifier: 0000-0001-9750-1677 0000-0002-5261-6806 0000-0002-5261-6806
Record's date: 2024-10-12
Journal volume: 28
Papper version: info:eu-repo/semantics/publishedVersion
Link to the original source: https://www.sciencedirect.com/science/article/pii/S221428942100048X?via%3Dihub
Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
Papper original source: Food Packaging And Shelf Life. 28
APA: Mellado-Carretero J; Aykas DP; Puxeu M; Varela S; Rodriguez-Saona L; García-Gonzalo D; de Lamo-Castellví S (2021). Application of hand-held near-infrared and Raman spectrometers in surface treatment authentication of cork stoppers. Food Packaging And Shelf Life, 28(), -. DOI: https://doi.org/10.1016/j.fpsl.2021.100680
Article's DOI: https://doi.org/10.1016/j.fpsl.2021.100680
Entity: Universitat Rovira i Virgili
Journal publication year: 2021
Publication Type: Journal Publications
Repositori URV