Digital Images and Multivariate Calibration in the Determination of Rheological and Quality Parameters of Wheat Flour

被引:1
作者
Cordeiro, Leticia Darlla [1 ]
Valderrama, Patricia [1 ]
机构
[1] Univ Tecnol Fed Parana UTFPR, Via Rosalina Maria dos Santos 1233, BR-87301899 Campo Mourao, PR, Brazil
来源
BRAZILIAN JOURNAL OF ANALYTICAL CHEMISTRY | 2021年 / 8卷 / 32期
关键词
gluten; falling number; alveographic indexes; PLS; validation; CLASSIFICATION; QUANTIFICATION; SPECTROSCOPY; REGRESSION; GLUTEN; POWDER;
D O I
10.30744/brjac.2179-3425.AR-09-2021
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In this work, the quality and rheological parameters such as moisture, ash, color, falling number, gluten, and alveographic indexes (W, P/L, and I/E) were determined in wheat flour samples provided from the industrial process through digital images and multivariate calibration, based on partial least squares (PLS) regression. The models were validated by the evaluation of the figures of merit such as accuracy, the inverse of analytical sensitivity, adjust, linearity, relative prediction deviation, limits of detection, and quantification, indicating that the proposal is feasible and can be used in the industrial routine analysis as an alternative to the methods highly dependent on the analyst perception, and extremally time-consuming.
引用
收藏
页码:62 / 77
页数:16
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