Vol 30, No 4 (2024)
Automation. Information Technology. Control. Instruments
Methodology of Decision-Making Support in Intelligent Control of Industrial Systems for Galvanic Coatings Production
Abstract
The article describes the reasons for uncertainty causing a decrease in the efficiency of industrial systems for galvanic coatings production. The proposed methodology is used to create problem-oriented systems for decision-making support and intelligent control under uncertainty to improve the efficiency of industrial systems for the galvanic coatings production. The relationship between the principles of the system approach, methods and algorithms that form the proposed methodology is given. The architecture is demonstrated, and the algorithmic support of the systems is described.



A mathematical model for predicting failures of a self-contained self-rescuer
Abstract
Mining is one the most hazardous industries in the world. There are various means of safety which safeguard the miners working underground, with self-contained self-rescuer being one of them. In this article, the grey Markov SCGM (1,1)c model has been used to predict the failure of SCSRs due to human error. It is taken into account that SCSR failures are dynamic in nature and the model is adjusted to improve accuracy. The criterion of state separation is obtained, and the matrix of the probability of state transition is given. The accuracy of the proposed model has been verified. It is suggested by this article that the time has come to develop and use smart and automated SCSRs that can diagnose the faults themselves and help the miners during the escape.



Planning of Shutdown Repairs at Chemical Industry Enterprises
Abstract
The peculiarities of chemical industry enterprises influencing the organization and carrying out of repair of technological equipment are considered. Special attention is paid to the repairs, the fulfillment of which relates to partial or full stoppage of production, and to the planning of shutdown repairs. Seven types of repairs corresponding to the term “shutdown repair” are singled out. Three main stages of planning are presented: the formation of the production task for repair; the development of the repair network model and the development of the repair logistics system. The description of the problem statement of calendar planning of shutdown repairs and its solution is given. Due to the complexity of the direct solution of the problem, an iterative approach is proposed, in which the solution of the main problem is replaced by solving a number of simpler problems of independent importance. The obtained results are realized in the development of the system of scheduling of shutdown repairs. The application of the system is possible for any types of productions related to stop repairs, which is confirmed by the calculation example.



Operational Correction of the Weight of a Priori Information in the Bayesian Algorithm for State Recognition of the Information-Measuring and Control System
Abstract
The paper proposes a new method of operative correction of a priori information weight in Bayesian algorithm of state recognition of information-measuring and control system, increasing its noise immunity. The method uses so-called indicators of accompanying signs of signals and interference. The sign of inconsistency with the validity of a priori information in the current session of the information system functioning is indicated. The proposed method is universal and is applicable, including to information systems with open input channels.



Diagnostic System for Rail Fastenings on High-Speed Railways Based on a Deep Neural Network
Abstract
The paper presents a system for diagnosing the rail fastening conditions on railway tracks based on video materials obtained using a rail measuring car. The set of classes of the most significant defects in rail fastenings affecting the reliability of the railway train movement has been identified. The diagnostic system is developed on the basis of a pre-trained neural network using the Mobilenet v3 Small COCO SSD model. The analysis of defect recognition metrics has been performed, and diagrams of the main metrics of a neural network for recognizing rail fastenings are presented depending on the number of training epochs. It is shown that the proposed diagnostic system provides an object recognition accuracy of at least 0.96. High accuracy is achieved through pre-processing of rail track dataset frames: rotation, scaling and marking.



A method for processing primary data of gel permeation chromatography of industrial rubber solutions for automated calculation of their fractional compositions
Abstract
The paper considers an algorithmic method and develops software for processing the results of gel permeation chromatography designed to obtain advanced knowledge about the fractional composition of a homogeneous polymer using the example of an analysis of a sample of synthetic rubber of the SKDT brand for industrial purposes. The polymer fraction in the work is understood as a part of the polymer from the total mass, which is characterized by the property Mi ≤ M < Mi + M. The relevance of the development of a method for obtaining the fractional composition of a homogeneous polymer is determined by the use of the obtained data on the fractional composition to simulate the dynamics of polymerization, destruction, depolymerization, and structuring processes. The obtained data can be used as initial and current values used to identify the kinetic constants of chemical reactions. The method is based on the use of primary data in the form of a digitized chromatographic curve with known values of calibration dependencies and parameters of the Mark–Kunn–Hauvink equation.



Information-Measuring and Control System Based on Satellite Radionavigation System to Land Aircraft
Abstract
Synthesis of optimal algorithms for information-measuring and control system based on satellite radio-navigation system for solution of aircraft landing problems is carried out by methods of the Markov theory of estimation of random processes. Three independent channels for processing the output signals of the satellite radionavigation system, radio altimeter, barometric altimeter and inertial navigation system have been synthesized to ensure control over the integrity of navigation data. The block diagram of information processing in the information-measuring and control system with integrity control of the true flight altitude of the aircraft has been developed.



Arc-Fault Protection Devices against Sequential and Parallel Arc Breakdowns and Arc Gaps
Abstract
Using the requirements for installation and operation of arc-fault protection devices it is suggested to test them for efficient operation. The types of arc faults, models of installations for testing of arc fault protection devices are analyzed. A device for testing protection devices against all kinds of breakdowns is presented, in which the disadvantages of existing similar devices have been eliminated. To confirm the performance of the device, experiments including the creation of a controlled situation of arc breakdown are carried out. It is noted that it is possible to create conditions close to real conditions with the help of the device for testing of arc-fault protection devices. The results confirming the operability of the proposed device are presented and conclusions are drawn.



Semiconductor Primary Measuring Temperature Transducer for Air Vehicles
Abstract
A comparative analysis of operational characteristics (temperature measurement range, energy consumption) of metallic and semiconductor primary temperature measuring transducers (TMT) has been carried out, which has shown a significant advantage and feasibility of designing and using semiconductor transducers. A mathematical model describing the dependence of the output current of the developed TMT on the basis of “metal – dielectric – semiconductor” structure on temperature taking into account the main design-topological and electrophysical parameters of the structure is constructed. The influence of design-topological and electro-physical parameters on energy consumption of the converter, which is important in aviation technology, is considered. Using the developed and experimentally confirmed mathematical model, the output characteristics under different conditions are calculated. The simulation results are analyzed and investigated to identify the optimal design-topological and electrophysical parameters at which the designed TMT consumes a low value of energy. As a result, the design of the temperature TMT based on the structure “metal – dielectric – semiconductor” with design-topological and electrophysical parameters providing low power consumption was obtained and described, which will allow its efficient use in air vehicles.



Chemical Engineering and Related Industries. Chemistr
Principles of Computer-Aided Design of Process Equipment for Multi-Product Chemical Industries
Abstract
The paper presents the principles which are recommended to be used in automated design of process equipment for multi-product chemical production: decomposition of general design problem into a number of interrelated subtasks, modeling of design solutions with orientation to the formation of fields of defined parameters, optimality of design solutions and designability. The principles are illustrated through the example of the problem of determining the hardware design of the chemical industrial system of the designed multi-product chemical industry.



Evaluation of Impact of Vibration on Mass Transfer Process in Packed Extractor Column
Abstract
Physical and mathematical modeling of the liquid extraction process is carried out taking into account the influence of vibration on the reduction in the thickness of the boundary layers of the continuous phase of the purified liquid and the extractant droplets near their surface. This influence in the standard calculation algorithm is taken into account in the equations of the relative velocity of droplets moving countercurrently in the continuous phase of the liquid being purified, as well as in the formula for the dependence of the equivalent diameter of droplets on the vibration velocity, which is equal to the product of the circular frequency and the amplitude. An example of comparative calculations of extraction purification of a three-component solution of “water-toluene-benzene” in a packed column is given using standard and modified (taking into account vibration) algorithms, showing an increase in the mass transfer and mass transfer coefficients and leading to a decrease in the volume of the packing and the optimal consumption of the extractant.



Application of Ultrasound in Extrusion of Long Profile Rubber Billets with Specified Quality Parameters
Abstract
In order to improve and predict quality indexes of long profile rubber billets, experimental studies have been carried out to estimate the efficiency of ultrasonic influence using waveguide installed perpendicularly (radially) to the flow of extruded rubber mixture at the output of material cylinder before forming head, which also contributes to the development of new methods of polymer processing in the process of recycling polymeric materials, including crumb rubber.



Efficiency of Electromembrane Purification of Process Solutions from Heavy Metal Cations
Abstract
In this paper, the kinetic coefficients of the electromembrane method were studied in the process of purifying process waters from heavy metal cations. The objects of research are technological solutions containing iron and nickel cations and semi-permeable cellulose and polymer acetate membranes with various selectively permeable characteristics. The influence of transmembrane parameters of the electromembrane separation process on the main kinetic characteristics of MGA-95P, OPM-K and OPMN-K membranes during the purification of process waters in metalworking production was studied. An analysis of the influence of transmembrane parameters on the kinetic dependences of the equilibrium distribution coefficient and the coefficient of electrodiffusion permeability of cellulose acetate and polyamide membranes is given. Approximation expressions are obtained for the theoretical calculation of the equilibrium distribution coefficient and the electrodiffusion permeability coefficient depending on the physicochemical basis of the semipermeable membrane material, the current density, the concentration and temperature of the process solution. Numerical values of empirical coefficients have been determined that make it possible to calculate and predict the values of the equilibrium distribution coefficient and the electrodiffusion permeability coefficient, which can be used in the design of laboratory, pilot and industrial installations used in production processes for the separation, purification and concentration of technological and waste waters.



Calculation of the Minimum Size of Particles Captured in the First Stage Dust Collector-Classifier
Abstract
The paper describes the principle of operation of a new high-efficiency dust collector-classifier including three stages of dust and gas flow purification. The method of calculation of the minimum size of particles captured at the first stage of this device, based on the laws of particle deposition in the laminar regime, is proposed. Calculation of the minimum size of captured particles – foundry wastes is carried out. The dependence of the minimum size of captured particles on the gas flow rate, as well as the distribution of the minimum size of captured particles along the cross-section of the first stage is obtained.



A Study of the Influence of Polymer Matrix and Process Parameters of Spray Drying on the Properties of Powder Inhalation Composition
Abstract
A method for producing inhalation compositions containing sustained release isoniazid is proposed. Using the methods of mathematical statistics, the most significant controlled parameters were identified, and a complex plan was constructed, combined with two Latin squares. Dry powder compositions were prepared by spray drying. To assess the aerodynamic properties of the obtained samples, analytical and microscopic studies were performed. The inhalation composition was studied for stability under stress conditions, and the effect of leucine on its structure was studied.



Mechanical Engineering. Metal Treatment
The Influence of Mode Variables and Design Equipment Parameters on Energy Consumption and Quality Parameters of Long Rubber Billets
Abstract
В целях выбора параметров управления при оптимизации процесса экструзии и конструкции оборудования для переработки резиновых смесей в длинномерные профильные заготовки установлен характер и вес относительного влияния основных технологических и конструктивных параметров между собой и на функции состояния, таких как полезная мощность, производительность шнековой машины, критерий подвулканизации и суммарный сдвиг в каналах шнека, то есть исследована их совместная корреляция.


