Rheological parameters determination using Near Infrared technology in whole wheat grain

Rheological properties of dough are important for wheat quality characterisation. This research sought to obtain prediction models for rheological characteristics and to characterise the breadmaking quality of whole wheat using NIRS (Near Infrared Reflectance Spectroscopy) technology, in order to offer a rapid tool to the farmers to know the quality of their product at the harvest moment. Tenacity (P), extensibility (L), deformation energy (W) and ratio P/L of dough were measured using traditional methods. NIR spectra were acquired from these samples. Models to predict the values from these parameters were developed. The SEC achieved for the extensibility, deformation energy and tenacity of dough and the ratio between the two latter parameters were 5.27 mm, 9.97 × 10¿4 J, 3.98 mm and 0.025, respectively. The four models were validated by cross-validation, and by independent validation. The precision obtained in these models was enough for being applied in harvesters or at delivering moment.

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Main Authors: Arazuri, Silvia, Arana, José Ignacio, Arias, Nerea, Arregui, Luis M., González-Torralba, Jon, Jarén, Carmen
Format: artículo biblioteca
Published: Elsevier 2012-02-06
Subjects:NIR, Calibration, Quality, Alveograph, Wheat,
Online Access:http://hdl.handle.net/10261/97831
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spelling dig-idab-es-10261-978312016-02-17T21:27:14Z Rheological parameters determination using Near Infrared technology in whole wheat grain Arazuri, Silvia Arana, José Ignacio Arias, Nerea Arregui, Luis M. González-Torralba, Jon Jarén, Carmen NIR Calibration Quality Alveograph Wheat Rheological properties of dough are important for wheat quality characterisation. This research sought to obtain prediction models for rheological characteristics and to characterise the breadmaking quality of whole wheat using NIRS (Near Infrared Reflectance Spectroscopy) technology, in order to offer a rapid tool to the farmers to know the quality of their product at the harvest moment. Tenacity (P), extensibility (L), deformation energy (W) and ratio P/L of dough were measured using traditional methods. NIR spectra were acquired from these samples. Models to predict the values from these parameters were developed. The SEC achieved for the extensibility, deformation energy and tenacity of dough and the ratio between the two latter parameters were 5.27 mm, 9.97 × 10¿4 J, 3.98 mm and 0.025, respectively. The four models were validated by cross-validation, and by independent validation. The precision obtained in these models was enough for being applied in harvesters or at delivering moment. The authors thank Guria S.A. (Vilafranquina Group), Instituto Técnico y de Gestión Agrícola for their competent cooperation in the measurement and analysis work, and Instituto Nacional de Investigaciones Agrarias for the financial support (RTA2005-00219-C03-03 and RTA2009-00028-C03-02). Peer Reviewed 2014-06-05T11:45:13Z 2014-06-05T11:45:13Z 2012-02-06 2014-06-05T11:45:13Z artículo http://purl.org/coar/resource_type/c_6501 doi: 10.1016/j.jfoodeng.2012.01.017 issn: 0260-8774 Journal of Food Engineering 111(1): 115-121 (2012) http://hdl.handle.net/10261/97831 10.1016/j.jfoodeng.2012.01.017 none Elsevier
institution IDAB ES
collection DSpace
country España
countrycode ES
component Bibliográfico
access En linea
databasecode dig-idab-es
tag biblioteca
region Europa del Sur
libraryname Biblioteca del IDAB España
topic NIR
Calibration
Quality
Alveograph
Wheat
NIR
Calibration
Quality
Alveograph
Wheat
spellingShingle NIR
Calibration
Quality
Alveograph
Wheat
NIR
Calibration
Quality
Alveograph
Wheat
Arazuri, Silvia
Arana, José Ignacio
Arias, Nerea
Arregui, Luis M.
González-Torralba, Jon
Jarén, Carmen
Rheological parameters determination using Near Infrared technology in whole wheat grain
description Rheological properties of dough are important for wheat quality characterisation. This research sought to obtain prediction models for rheological characteristics and to characterise the breadmaking quality of whole wheat using NIRS (Near Infrared Reflectance Spectroscopy) technology, in order to offer a rapid tool to the farmers to know the quality of their product at the harvest moment. Tenacity (P), extensibility (L), deformation energy (W) and ratio P/L of dough were measured using traditional methods. NIR spectra were acquired from these samples. Models to predict the values from these parameters were developed. The SEC achieved for the extensibility, deformation energy and tenacity of dough and the ratio between the two latter parameters were 5.27 mm, 9.97 × 10¿4 J, 3.98 mm and 0.025, respectively. The four models were validated by cross-validation, and by independent validation. The precision obtained in these models was enough for being applied in harvesters or at delivering moment.
format artículo
topic_facet NIR
Calibration
Quality
Alveograph
Wheat
author Arazuri, Silvia
Arana, José Ignacio
Arias, Nerea
Arregui, Luis M.
González-Torralba, Jon
Jarén, Carmen
author_facet Arazuri, Silvia
Arana, José Ignacio
Arias, Nerea
Arregui, Luis M.
González-Torralba, Jon
Jarén, Carmen
author_sort Arazuri, Silvia
title Rheological parameters determination using Near Infrared technology in whole wheat grain
title_short Rheological parameters determination using Near Infrared technology in whole wheat grain
title_full Rheological parameters determination using Near Infrared technology in whole wheat grain
title_fullStr Rheological parameters determination using Near Infrared technology in whole wheat grain
title_full_unstemmed Rheological parameters determination using Near Infrared technology in whole wheat grain
title_sort rheological parameters determination using near infrared technology in whole wheat grain
publisher Elsevier
publishDate 2012-02-06
url http://hdl.handle.net/10261/97831
work_keys_str_mv AT arazurisilvia rheologicalparametersdeterminationusingnearinfraredtechnologyinwholewheatgrain
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AT arreguiluism rheologicalparametersdeterminationusingnearinfraredtechnologyinwholewheatgrain
AT gonzaleztorralbajon rheologicalparametersdeterminationusingnearinfraredtechnologyinwholewheatgrain
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