Kuban State Technological University
Author list of organization
List of articles written by the authors of the organization
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SYSTEMS OF REMOVING NETWORK ANOMALIES AND METHODS OF CREATION THEIR ARCHITECTURE
DescriptionDifferent stages of designing architecture of detection systems and opposition to network anomalies are analyzed in this article. It is pointed that common classification can be to determine state of network: “normal”, “critical”, “faulted”. Bases for building architecture of detection and removing anomalies are offered
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ENVIRONMENTAL MONITORING SYSTEMS IN CONSTRUCTION COMPANIES
DescriptionThe article deals with the issues of environmental safety in construction companies at the expense of information systems for environmental monitoring. It also discusses the problems of automation of this sector and the basic solutions
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HIGH-SPEED METHOD OF MULTILAYERED PERCEPTRON TRAINING
DescriptionIn this article the high-speed method of multilayered perceptron learning which differs in the high speed of training is offered. Results of comparison of a high-speed method of learning with standard methods are resulted
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COMPENSATION SYSTEM IMPROVEMENT IN SMALL BUSINESSES
DescriptionThe role of compensation system in management constantly increases. The article is focused on compensation system’s actual problems and oriented on its improvement
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Description
The directions of development of quality management system for the processes and products of small-scale enterprises in constructing industry have been generated on the basis of intelligence-involved decision making
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MODERN METHODS OF CRYOCONSERVATION AND CRYOSEPARATION OF VEGETATIVE RAW MATERIALS
DescriptionIn this article, the improved methods of cryoconserva-tion and cryoseparation of food vegetative raw were investigated. Also, the authors have investigated the proposed improves of cryocrushing and cryosepara-tion technologies of vegetative raw
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Description
The article describes the process of creation of an adaptive control system with a reference model to stabilize the temperature of drying agent. It is shown that the closed systems work with the operated models is quite satisfactory and therefore can be implemented in production. The increase of the gain of the controller allows reducing the duration of the transition process by one third, almost without changing the dynamic cast
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COMPARATIVE ANALYSIS OF THE VENTILATION MODELS OF THE SUBSTRATE WHEN COMPOSTING
DescriptionIn the article we have performed a comparative analysis of a traditional system of air supply to the bioreactor during the composting process and the developed system with lateral air supply. We have proven to reduce temperature variation of the substrate as a result of the use of the ventilation system by 35%. During the simulation, equal to 1.0 hour, a ventilation system with side air flow provides a reduction of the accumulated degree of heterogeneity of status parameters of the substrate by 58%. Use of the ventilation system with side air flow reduces the duration of technological cycle of composting 7 %. This article was prepared in the framework of the scientific project 16-48-230441 a(R) "Mathematical modeling of the processes occurring in the automated installation for year-round production of organic fertilizers in the conditions of the Krasnodar region", financed by RFBR and administration of the Krasnodar region
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Description
This article is devoted to the problem of network attacks recognition, which is essential for providing network security. A research of neural network efficiency has been held. Such metaeuristic algorithms as genetic algorithm, gray wolf algorithm and firefly algorithm have been applied for the neural network learning. The algorithms’ fundamentals have been described. Multilayer perseptrone with sigmoid activation function has been selected for the task of network attack presence check. Various configurations of the neural network have been tested in order to find the optimal number of layers and neurons per layer, which ensure the least error. Learning has been performed by minimization of the average squared error between the network’s output and its target value with the help of the listed algorithms. Genetic algorithm requires accurate parameter picking in case of any network’s architecture alteration. Moreover, it is not as fast as firefly and gray wolf algorithms. Gray wolf algorithm appears to be the most effective one. However, it loses its efficiency if the number of layers is increased. Firefly algorithm proves to be the most universal one. Although it is less effective than gray wolf algorithm, it provides the most exact output even if the network’s structure is changed
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Description
The article presents results of the research on the chemical composition of cognac wine materials, distillates and aged alcohols from the varieties of the Magarach Pervenets and Rice of different sugar content grown in the Taman agroecological zone. The influence of the initial sugar content on the chemical composition, physicochemical parameters and organoleptic evaluation, as well as the correlation of soil-climatic conditions and varietal features on the composition of cognac distillates, is shown. Soil analyzes were carried out at the FGBIC Anapskaya ZOSViV SKZNIISiV with the use of the latest equipment by conventional methods of determining indicators of soil characteristics. The purpose of the research is to give a detailed description of the site under study, as well as to identify the boundaries of the ecological macrozone for cultivating cognac varieties of grapes. In the course of the research it was clarified that for the selection and evaluation of raw zones of cognac production, it is necessary to take into account the optimal soil and climatic parameters for obtaining high-quality cognac raw materials