Use of wheat flour analytical characteristics for predicting the Simulator Mixolab measurements

摘要

Data describing the flour analytical characteristics (wet gluten content, gluten deformation index, falling number index, ash content, moisture content, protein content) and dough rheological parameters using the Mixolab device with "Simulator" protocol were analyzed by principal component analysis and multivariate prediction models was developed. Principal component analysis (PCA) identifies that the first two principal components account for 99.81% of the total variance for all the data sets. Significant correlations (p < 0.05 and p < 0.01) between the analytical characteristics of wheat flour and dough rheological parameters were found. The result of backward multiple regressions method related that protein content (PR) and gluten deformation index (GDI) could be used to predict Simulator Mixolab parameters water absorption (CH) and dough weakening (WE), at a 95% confidence interval.