The effectiveness of using mathematical modeling in assessing the quality of food products

Author:

Akimov S S,Lebedev S V,Grechkina V V,Miroshnikova M S,Topuria G M

Abstract

Abstract In the development of new formulations and assessment of their quality it is advisable to use mathematical modeling. The quality of any food product is determined by its characteristic properties of the quality indicator. Currently, the food industry has significantly expanded the use of mathematical methods. This is due to the fact that any technically and economically unjustified decision leads to significant material losses. In experiments, we studied the quality and safety of fat supplements with their additional introduction into the diet. As a result of the conducted research, the correlation analysis method using nonparametric methods revealed a correlation between the chemical composition of the diet and the time factor. When sunflower oil was added to the diet, a correlation was established between the activity of enzymes and the chemical composition of crude protein (r=0.71) and crude fat (g=-0.62). When palm oil was added to the diet, a correlation was found between raw fat (r=0.55) and organic matter (r=-0.54). Flaxseed oil contributed to the correlation of crude protein (r=-0.52) and nitrogen-free extractives (r=-0.55), as well as organic matter (r=0.54). The formulated mathematical models based on correlation allow us to take into account the time factor, diet, and individual indicators of the fat component. In addition, they allow one to develop not only a new feed recipe depending on the fat and acid composition of the diet in the presence of the specified initial data, but also to predict their effect on the quality of the product.

Publisher

IOP Publishing

Subject

General Engineering

Reference22 articles.

1. Effect of dietary fish oil supplements alone or in combination with sunflower and linseed oil on ruminal lipid metabolism and bacterial populations in lactating cows;Kairenius;Dairy Sci.,2018

2. The strategy of the technology development in forage production on the flax seeds and its products processing use;Zubtsov;J. of VNIIMZH,2015

3. Lipid droplets and cellular lipid metabolism;Walther;Annu. Rev. Biochem.,2012

4. Effects of chromium ultra–fine particles on the pancreas enzyme system of calve;Lebedev;IOP Conf. Ser. Earth and Environmental Sci.,2019

5. The effect of nanoparticles on mineral metabolism in the body of laboratory animals;Lebedev,2019

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Comparative Analysis of XGBoost and Neural Network Models for Predicting Some Tomato Fruit Quality Traits from Environmental and Meteorological Data;Plants;2024-03-06

2. Рroteins and amino acids as the basis of nutrition in animal husbandry;INTERNATIONAL CONFERENCE “SUSTAINABLE DEVELOPMENT: VETERINARY MEDICINE, AGRICULTURE, ENGINEERING AND ECOLOGY” (VMAEE2022);2023

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3