POSSIBLE WAYS OF COMPUTER MODELING AND DESIGN OF TECHNOLOGICAL MACHINES AND EQUIPMENT FOR FOOD PRODUCTION

Possibilities of implementing of new approaches in the modeling and design of technological equip-ment and machines for food production are considered in the article. One of the motives for the crea-tion of such methods is the "Resource saving" of technological equipment developers intelle...

Full description

Bibliographic Details
Main Authors: G. V. Alekseev, E. P. Basheva, A. A. Derkanosova
Format: Article
Language:Russian
Published: Voronezh state university of engineering technologies 2016-02-01
Series:Vestnik Voronežskogo Gosudarstvennogo Universiteta Inženernyh Tehnologij
Subjects:
Online Access:https://www.vestnik-vsuet.ru/vguit/article/view/796
id doaj-dd3896b30cd54018aea84e56311f627e
record_format Article
spelling doaj-dd3896b30cd54018aea84e56311f627e2021-07-29T08:05:04ZrusVoronezh state university of engineering technologies Vestnik Voronežskogo Gosudarstvennogo Universiteta Inženernyh Tehnologij2226-910X2310-12022016-02-0104222710.20914/2310-1202-2015-4-22-27754POSSIBLE WAYS OF COMPUTER MODELING AND DESIGN OF TECHNOLOGICAL MACHINES AND EQUIPMENT FOR FOOD PRODUCTIONG. V. Alekseev0E. P. Basheva1A. A. Derkanosova2ITMO UniversityITMO UniversityVoronezh State University of Engineering TechnologiesPossibilities of implementing of new approaches in the modeling and design of technological equip-ment and machines for food production are considered in the article. One of the motives for the crea-tion of such methods is the "Resource saving" of technological equipment developers intellectual work. Possibilities of implementing of such approaches are largely due to the successes in the field of neuro-computers, allowing to some extent to simulate intelligent processes of the human brain that allows you to use not only the original data to create a new model of equipment but a developer's existing experi-ence in this field in solving the tasks given. Such methods are of particular relevance for the develop-ment of equipment for food productions. But often it is due to poor "number" of certain parameters specified in designing. The method used for simulation allows analysis in a subjective evaluation of empirical data and the absence of a clear numerical form of the result, which is typical in development of new food types. Especially clearly the advantages of these systems are shown in designing multi-component food products, where the uncertainty of input and output parameters is high, and quality is assessed by sensory analysis. The advantage of the model is also the possibility of its obtaining in the selection of a minimum set of regularities. Due to the absence of necessity of precise data input, the time required for the simulation is sharply reduced. Application of of fuzzy logic device allows to im-prove the quality of objects management, to determine the optimal ratio of prescription components in designing of new types of multi-component products and to reduce the number of production tests. The results of preliminary analytical simulation of the object being designed are often useful in the ap-plication of the proposed methods. The experience of such methods application in the saturator designing for food liquids saturation with carbon dioxide was studied.https://www.vestnik-vsuet.ru/vguit/article/view/796new approaches at modelingtechnological equipment and machines designingfood productionneu-rocomputersfuzzy logic
collection DOAJ
language Russian
format Article
sources DOAJ
author G. V. Alekseev
E. P. Basheva
A. A. Derkanosova
spellingShingle G. V. Alekseev
E. P. Basheva
A. A. Derkanosova
POSSIBLE WAYS OF COMPUTER MODELING AND DESIGN OF TECHNOLOGICAL MACHINES AND EQUIPMENT FOR FOOD PRODUCTION
Vestnik Voronežskogo Gosudarstvennogo Universiteta Inženernyh Tehnologij
new approaches at modeling
technological equipment and machines designing
food production
neu-rocomputers
fuzzy logic
author_facet G. V. Alekseev
E. P. Basheva
A. A. Derkanosova
author_sort G. V. Alekseev
title POSSIBLE WAYS OF COMPUTER MODELING AND DESIGN OF TECHNOLOGICAL MACHINES AND EQUIPMENT FOR FOOD PRODUCTION
title_short POSSIBLE WAYS OF COMPUTER MODELING AND DESIGN OF TECHNOLOGICAL MACHINES AND EQUIPMENT FOR FOOD PRODUCTION
title_full POSSIBLE WAYS OF COMPUTER MODELING AND DESIGN OF TECHNOLOGICAL MACHINES AND EQUIPMENT FOR FOOD PRODUCTION
title_fullStr POSSIBLE WAYS OF COMPUTER MODELING AND DESIGN OF TECHNOLOGICAL MACHINES AND EQUIPMENT FOR FOOD PRODUCTION
title_full_unstemmed POSSIBLE WAYS OF COMPUTER MODELING AND DESIGN OF TECHNOLOGICAL MACHINES AND EQUIPMENT FOR FOOD PRODUCTION
title_sort possible ways of computer modeling and design of technological machines and equipment for food production
publisher Voronezh state university of engineering technologies
series Vestnik Voronežskogo Gosudarstvennogo Universiteta Inženernyh Tehnologij
issn 2226-910X
2310-1202
publishDate 2016-02-01
description Possibilities of implementing of new approaches in the modeling and design of technological equip-ment and machines for food production are considered in the article. One of the motives for the crea-tion of such methods is the "Resource saving" of technological equipment developers intellectual work. Possibilities of implementing of such approaches are largely due to the successes in the field of neuro-computers, allowing to some extent to simulate intelligent processes of the human brain that allows you to use not only the original data to create a new model of equipment but a developer's existing experi-ence in this field in solving the tasks given. Such methods are of particular relevance for the develop-ment of equipment for food productions. But often it is due to poor "number" of certain parameters specified in designing. The method used for simulation allows analysis in a subjective evaluation of empirical data and the absence of a clear numerical form of the result, which is typical in development of new food types. Especially clearly the advantages of these systems are shown in designing multi-component food products, where the uncertainty of input and output parameters is high, and quality is assessed by sensory analysis. The advantage of the model is also the possibility of its obtaining in the selection of a minimum set of regularities. Due to the absence of necessity of precise data input, the time required for the simulation is sharply reduced. Application of of fuzzy logic device allows to im-prove the quality of objects management, to determine the optimal ratio of prescription components in designing of new types of multi-component products and to reduce the number of production tests. The results of preliminary analytical simulation of the object being designed are often useful in the ap-plication of the proposed methods. The experience of such methods application in the saturator designing for food liquids saturation with carbon dioxide was studied.
topic new approaches at modeling
technological equipment and machines designing
food production
neu-rocomputers
fuzzy logic
url https://www.vestnik-vsuet.ru/vguit/article/view/796
work_keys_str_mv AT gvalekseev possiblewaysofcomputermodelinganddesignoftechnologicalmachinesandequipmentforfoodproduction
AT epbasheva possiblewaysofcomputermodelinganddesignoftechnologicalmachinesandequipmentforfoodproduction
AT aaderkanosova possiblewaysofcomputermodelinganddesignoftechnologicalmachinesandequipmentforfoodproduction
_version_ 1721258463433064448