Mathematical modeling of the various factors influence on the efficiency of type "a" starch precipitation in a centrifugal field

Wheat starch production is a rather complex and energy-consuming process.For further optimization of this process, it is worth conducting mathematical modeling of the efficiency of type "A" starch precipitation in a centrifugal field depending on the influence of various factors.The main factors were selected as the amount of input raw materials, the frequency of the centrifuge drum rotation and the differential drum screw rotation speed.The mathematical model was based on the construction of a regression equation and its study for adequacy.The basis was a full-factorial experiment N=23.The number of duplicate experiments was m=3.All subsequent studies concerned the normalized regression equation, to which the transition was made by coding the input factors.Initially, a successful input data check for the absence of gross errors was carried out based on the application of the Cochrane criterion.The obtained coefficients of the regression equation were empirical in nature, therefore they were tested for significance based on the Students t-test.The significance test of each of the regression equation coefficients showed that only the coefficients b0, b1, b2, b3 and b23 were significant, on the basis of which the final normalized regression equation was obtained.The adequacy of the final normalized regression equation to the actual process was checked using the Fisher criterion.There are several approaches to applying the Fisher criterion to this class of problems.The paper considered the main ones and proposed, in the authors opinion, the most adequate implementation option for applying this criterion.After successfully checking the normalized regression equation for adequacy, the transition from coded values to natural values was made and the total error of the experiment was calculated.

Authors

Publication Details

Journal
Food Industry
Published
2025-04-01
DOI
https://doi.org/10.24263/2225-2916-2025-37-13
Primary Topic
Cyclone Separators and Fluid Dynamics
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Mathematical modeling of the various factors influence on the efficiency of type "a" starch precipitation in a centrifugal field

E. Babko, V. Olishevskyi, T. Pohorilyi, Yu. Rozhko et al.
Food Industry
Cyclone Separators and Fluid Dynamics
article

Mathematical modeling of the various factors influence on the efficiency of type "a" starch precipitation in a centrifugal field

E. Babko, V. Olishevskyi, T. Pohorilyi, Yu. Rozhko, O. Nikolaieva
article en

Abstract

Wheat starch production is a rather complex and energy-consuming process.For further optimization of this process, it is worth conducting mathematical modeling of the efficiency of type "A" starch precipitation in a centrifugal field depending on the influence of various factors.The main factors were selected as the amount of input raw materials, the frequency of the centrifuge drum rotation and the differential drum screw rotation speed.The mathematical model was based on the construction of a regression equation and its study for adequacy.The basis was a full-factorial experiment N=23.The number of duplicate experiments was m=3.All subsequent studies concerned the normalized regression equation, to which the transition was made by coding the input factors.Initially, a successful input data check for the absence of gross errors was carried out based on the application of the Cochrane criterion.The obtained coefficients of the regression equation were empirical in nature, therefore they were tested for significance based on the Students t-test.The significance test of each of the regression equation coefficients showed that only the coefficients b0, b1, b2, b3 and b23 were significant, on the basis of which the final normalized regression equation was obtained.The adequacy of the final normalized regression equation to the actual process was checked using the Fisher criterion.There are several approaches to applying the Fisher criterion to this class of problems.The paper considered the main ones and proposed, in the authors opinion, the most adequate implementation option for applying this criterion.After successfully checking the normalized regression equation for adequacy, the transition from coded values to natural values was made and the total error of the experiment was calculated.

Food IndustryVol. 37
Openalex Percentile: Top 75%
Cyclone Separators and Fluid Dynamics
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Mathematical modeling of the various factors influence on the efficiency of type "a" starch precipitation in a centrifugal field — E. Babko, V. Olishevskyi, et al. · Food Industry (2025) | TGRS Research Map | TGRS