Vol 22, No 1 (2021)

Section 1. Computer Science, Computer Engineering and Management

Torsion of prismatic orthotropic elastoplastic rods

Burenin A.A., Senashov S.I., Savostyanova I.L.

Abstract

 Conservation laws were introduced into the theory of differential equations by E. Noether more than 100 years ago and are gradually becoming an important tool for the study of systems of differential equations. They not only allow us to qualitatively investigate the equation, but, as shown by the authors of this article, they allow us to find exact solutions to boundary value problems. For the equations of the isotropic theory of elasticity, the conservation laws were first calculated by P. Olver. For the equations of the theory of plasticity in the two-dimensional case, the conservation laws were found by one of the authors of this article and used to solve the main boundary value problems of the plasticity equations. Later it turned out that the conservation laws can also be used to find the boundaries between elastic and plastic zones in twisted rods, bent beams, and deformable plates. In this paper, we find conservation laws for equations describing the orthotropic elastic-plastic state of a twisted rectilinear rod. It is assumed that the conserved current depends linearly on the components of the voltage tensor. In this paper, we find an infinite series of conservation laws, which allows us to find the elastic-plastic boundary that occurs when an orthotropic rod is twisted.

Siberian Aerospace Journal. 2021;22(1):8-17
pages 8-17 views

Constraint handling genetic algorithm for feature engineering in solving classification problems

Denisov M.A., Sopov E.A.

Abstract

Feature engineering in machine learning is a promising but still insufficiently studied domain. Creating new feature space from an original set allows increasing the accuracy of the machine learning algorithm chosen to solve complex data mining problems. Some existing selection methods are capable of simultaneously increasing the accuracy and reducing feature space. The reduction is an urgent task for big data problems.

The paper considers a novel machine learning approach for solving classification problems based on feature engineering methods. The approach constructs informative features using feature selection and extraction methods. Original data and features obtained by principal component analysis form a new set of features. The genetic algorithm selects an effective subset of informative features. It is important to avoid overfitting and builng a trivial classifier. Therefore, the fitness function is constrained for producing the given number of original features and the given number of features obtained by principal component analysis. The paper describes a comparative analysis of three classifiers, namely k-nearest neighbors, support vector machine and random forest. In order to prove the accuracy improvement, the authors examine several real-world problems chosen from the UCI Machine Learning repository. The accuracy measure in the study is the macro F1-score.

The results of numerical experiments show that the proposed approach outperforms the performance obtained using the original data set and the performance of random feature selection (the low bound for the results). Moreover, the accuracy enhancement is obtained for all types of problems (data sets that have more features than values). All results are proved to be statistically significant.

Siberian Aerospace Journal. 2021;22(1):18-31
pages 18-31 views

Multiversion model of software control systems for space vehicles with range of decision-making

Kartsan I.N., Efremova S.V.

Abstract

The paper presents a multiversion model with ranking of alternatives in order of preference, taking into account the dependence of the attributes in the design of software for spacecraft control systems of various classes. The applied software with a set of algorithms, based on the general scheme of the method of branches and borders allow to determine the exact solution of the optimization problem.

To achieve the highest reliability of the software component of spacecraft control systems built with the use of multiversion programming methodology, a large number of versions of software modules are combined into a single structure.

While software complexes even without introduction of redundant elements are characterized as complex systems, there is no need to speak about wide use of enumerative methods for their formation.

Using the proposed modified method of ordered preference through similarity to an ideal solution, will allow to solve the problem of choosing the best computing system from a number of available systems. This approach is becoming increasingly possible because of the tremendous progress in computing design and manufacturing technology. Even the so-called personal computers provide computational capabilities that some time ago seemed impossible even for computers representing a much more powerful class of computing equipment – supercomputers.

Siberian Aerospace Journal. 2021;22(1):32-46
pages 32-46 views

Simulation of solar panel orientation system based on fuzzy logic in SimInTech visual simulation environment

Ustimenko V.V., Mikhailenko L.A., Myznikova V.A., Matskevich Y.A., Chubar A.V.

Abstract

Obtaining electricity from renewable energy sources is primarily due to the exhaustion of traditional natural energy sources, such as coal, oil, gas. Today it is a promising area of development. The adverse impact on the environment of the use of traditional energy technologies is well known and scientifically proven. The use of traditional technologies inevitably leads to climate change, so the topic of the transition from traditional to alternative energy sources is undoubtedly relevant. Using of solar power plants with photovoltaic modules recently has gained relevance. However, the efficiency of such installations depends largely on their correct orientation to the Sun: the more precisely the system is installed, the more energy it will be able to convert. This article presents the results of the development of a simulation model of the solar panel orientation control system. To maximize the production of solar energy, the control system with tracking the Sun is built using fuzzy logic: fuzzy rules are formulated to control the positions of the object relative to the vertical and horizontal planes. The use of fuzzy logic is based on the product model of knowledge, which implies the use of linguistic variables to avoid the limitations inherent in classical product rules. The use of fuzzy control allows to correct the movement of the panel in the shortest time in the autonomous mode, thus reducing the arising power losses. Russian SimInTech dynamic simulation environment for technical systems is used as the system development environment. Simulation model is represented by several subprojects, united in a single database. The system model is implemented using standard blocks and a set of submodels, as well as a programming unit. The result of the work can be tracked in the 3D module of the built-in visual editor, which allows you to display the interaction of three-dimensional models objectively. In order to simplify and more finely implement the work of the project, a system of loading data, sunrise and sunset points, from an external Excel file was used.

Siberian Aerospace Journal. 2021;22(1):47-60
pages 47-60 views

An application of Zernike moments based digital watermarks for photo document electronic archive management

Shipulin P.M., Lebedev R.V., Sosnovskiy M.S.

Abstract

In this article authors are considering about information security data integrity problem relevant for electronic archive management. In high-tech industry large electronic photo archives arises as a part of quality management. Photofixation applied for responsible operations control, documenting the technological process, fixing the components state on input and output control, incongruities registration. An image substitution or reuse possibility makes necessary electronic archive proto document integrity control. This illegal actions can be both the result of operator mistake and motivated by intentional a defect concealment. As a solution authors suggest an electronic archive organizing method for storing photo documents. The method based on a digital watermark labeling of full-color images with orthogonal Zernike moments calculated for certain image points (and their neighborhoods). Suggested method can prevent watermark destruction by geometric image transformation (rotation, compressing, reflection etc.). Digital watermark contains both information about technological process on current image and information about other images – this fact lets talk about integrity of whole photo documents set. One of the most important method characteristic is image format invariability and additional metadata files unnecessary what allows user to use standard software for a further work with photo document.

Siberian Aerospace Journal. 2021;22(1):61-69
pages 61-69 views

Development of a mobile device for collection of heat power parameters of the refrigerator

Shurinova D.A., Suvorov A.G., Kovalenko A.N., Murygin A.V.

Abstract

To reduce the amount of time required for the acceptance testing of the refrigerator, it was necessary to develop the system described in this article, which would reduce the test time for each refrigerator to 6–9 minutes. The article describes what this system consists of, separately describes each piece of equipment and its role in the system as a whole, the method of connecting all devices into a single installation, the communication protocol, the method of cloud storage of data for the ability to access them from any mobile device. The principle of operation of the installation is to measure the temperature at certain points of the condenser of the refrigerator when it is connected to the power supply. Analysis of the heat and power properties of the refrigerator in conjunction with the analysis of the cooling rate of the refrigerating chambers (as well as the heating of the condenser) makes it possible to understand whether each refrigerator corresponds to certain characteristics established by GOST. Also in the article you can get acquainted with the characteristics of the devices used (TPM 138 temperature meter-regulator, module for measuring parameters of the electrical network ME110-224-1M).

Siberian Aerospace Journal. 2021;22(1):70-80
pages 70-80 views

Section 2. Aviation and Space Technology

The possibility of using methane-hydrogen fuel in converted gas turbine engines for power plants

Baklanov A.V.

Abstract

Given that the topic of using methane-hydrogen mixtures as fuel for gas turbine engines used as part of power plants has been actively developed recently, it is necessary to have engineering methods for calculating the fuel system and the combustion chamber of engines operating on such fuel. In this article, we propose a method that allows to perform such calculations. For the calculation, a gas turbine unit (GTU) NK-16ST based on a converted aircraft engine is taken.

The calculation according to this method is made in three stages. At the first stage, the composition is selected and the thermophysical characteristics of the gas in question are determined. At the second stage, the fuel system is calculated, the consumption characteristics of the engine fuel system and the combustion chamber system are built. A comparison of the consumption characteristics built for natural gas and methane-hydrogen mixture is made. This analysis allows us to develop recommendations for optimizing the design of fuel supply equipment and fuel nozzles, in terms of changing the volume of internal channels. At the third stage, the combustion chamber is calculated and recommendations are made about the need to change the front-end device or redistribute air along the length of the flame tube. The burning heat stress parameter is used to estimate the sufficiency of the available volume of the flame tube for operation on a methane-hydrogen mixture and to determine the average gas temperature in the combustion zone of the combustion chamber.

According to the result of the work performed the possibility of operating the NK-16ST gas turbine unit on a methane-hydrogen mixture was confirmed. It is also concluded that for the supply of large volumes of methane-hydrogen mixture, in comparison with natural gas, it is necessary to increase the size of pipelines, metering units, control units and fuel nozzles.

Siberian Aerospace Journal. 2021;22(1):82-93
pages 82-93 views

Parametric analysis of the anisogrid body of the spacecraft for cleaning the orbit of space debris

Belonovskaya I.D., Kolga V.V., Yarkov I.S., Yarkova E.A.

Abstract

The article presents an approach to solving the problem of designing a spacecraft for cleaning the orbit of space debris (space garbage collector-KSM), the body of which is made in the form of a cylindrical mesh anisogrid shell. The design task is to select the optimal parameters of the anisogrid body of the KSM (the shape and cross-sectional area of the ribs, the number of annular and spiral ribs, material characteristics, etc.) that provide the necessary strength and stability of the structure with minimal weight. During the design process, a parametric analysis of the anisogrid housing of the space garbage collector was carried out. By varying the number and angle of inclination of unidirectional spiral ribs, we find the optimal design scheme that satisfies the specified safety and stability coefficients. Parametric analysis of the KSM body includes modeling of the main weight and strength parameters: determination of the stress-strain state of the structure, values of the body’s natural frequencies, determination of the bending margin from the longitudinal force, determination of the body mass.

The analysis of the load-bearing capacity of the anisogrid housing of the space garbage collector was carried out by the finite element method using the MSC Nastran software package. A finite element mesh model was created from a two-node spatial finite element bundle. The disk attached to the end of the shell was modeled using a rigid finite element. The size of the final beam element for all shell models was the same and equal to 10 mm.

During the parametric analysis, three variants of the mesh composite structure with a different number and angle of inclination of unidirectional spiral ribs were considered.

Based on the results of parametric analysis of the spacecraft body, its geometric dimensions are determined and the mass of the spacecraft structure as a whole is minimized.

Siberian Aerospace Journal. 2021;22(1):94-105
pages 94-105 views

Methodology for calculating the de-weighting system of large-sized transformable elements of space vehicles for ground tests

Belyaev A.S., Filipas A.A., Tsavnin A.V., Tyryshkin A.V.

Abstract

This paper considers the methodology for calculating the de-weighting system of spacecraft elements for ground tests, taking into account the deployment options, de-weighting conditions, types and options of de-weighting systems. An example of calculation for a 3-section solar battery without a beam with incomplete de-weighting and with minimization of moments in the hinges is given. Genetic algorithms are used as an algorithm for determining the parameters of the de-weighting system, which allows obtaining the minimum moments in the hinges. The moments and forces acting in the system were checked by plotting diagrams in the expanded state. In addition, a check for compliance with the specified distance, based on design constraints, between the points of application of the weighting forces was made.

Siberian Aerospace Journal. 2021;22(1):106-120
pages 106-120 views

Development of the concept of a reusable liquid rocket engine with three-component fuel

Belyakov V.A., Vasilevsky D.O., Ermashkevich A.A., Kolomentsev A.I., Farizanov I.R.

Abstract

The article considers a promising direction for the development of liquid-propellant rocket engines (LPRE) – the use of three-component propulsion systems. The interest in this topic is based on a number of advantages that can be obtained by using this LPRE concept, namely: saving the mass of the launch vehicle (LV) by using a denser hydrocarbon fuel at the initial launch site; high specific impulse values at high-altitude launch sites due to the use of a more efficient pair of fuel components (FC): liquid oxygen + liquid hydrogen; reducing the cost of removing the payload, due to the use of a single propulsion system for both launch sites.

An analytical review of implemented three-component LPRE schemes developed in Russia and abroad has been conducted, and their main advantages and disadvantages have been highlighted.

Based on a detailed study of a number of circuit solutions for liquid-propellant rocket engines running on three-component fuel, the concept of a two-mode single-chamber three-component engine made according to a closed circuit with afterburning of generator gas is proposed. The oxidizer is liquid oxygen, the fuel is RG-1 kerosene and liquid hydrogen. In the first mode, the engine runs on three components, the share of liquid hydrogen in the fuel mixture is 4% of the total consumption of components. In the second mode, the engine runs on FC liquid oxygen + liquid hydrogen.

The results of a computational and analytical study of the optimal design parameters of the engine are presented. The aim of the study was to understand the qualitative picture of the influence of various fuel parameters on the thermodynamic properties of the combustion products of the fuel mixture and the engine efficiency. Based on the results of the study, the optimal percentage of fuel components was determined.

A mathematical model for calculating a three-component LPRE has been developed. The results of calculation of energy coupling are presented. A comparative analysis of the mass characteristics of the designed propulsion system is carried out.

Siberian Aerospace Journal. 2021;22(1):121-136
pages 121-136 views

Experimental investigations of a plasma thrusters and its power processing units performances like an electric load of a spacecraft’s power condition system

Ermoshkin Y.M., Kochev Y.V., Nikipelov A.V., Pervukhin A.V., Simanov R.

Abstract

Electro-jet (plasma or ion) thrusters are becoming increasingly common to correct a satellite orbit and perform orbit raising maneuvers to achieve the geostationary orbit. This is due to the greater efficiency of plasma thrusters compared to chemical ones.

When developing a satellite platform, an important place is the matching up of the electrical characteristics of the electric power subsystem (EPS) and on-board consumers. Intrinsically, this issue is an intersystem problem. The lack of proper attention paid to find the timely and correct solution of this problem can complicate the operation of the satellite electric power subsystem. The most important subsystem, which has a significant impact on the operation of the satellite EPS, is the electric-jet propulsion subsystem, since among on-board consumers, this one is the most powerful consumer being switched simultaneously. Transients occurred in the power supply circuits following thruster firing and shut down processes can reach significant values. An electric jet thruster only runs in conjunction with a complex electronic unit a power processing unit (PPU), which converts the voltage of the on-board power supply into a set of voltages necessary for thruster components to run. Therefore, in the preliminary design of the propulsion subsystem, it is necessary to know the electrical characteristics of transients and ripples in the power supply circuits of the thruster / PPU combination being an electrical load of the Electric power subsystem. It is difficult to obtain the characteristics of such processes by the calculation method. Therefore, an experimental method is the most common and objective method to obtain this information. JSC ISS carried out tests allowing to measure characteristics of transients and ripples under firing, running and shut down of plasma thrusters of different types powered by corresponding PPU’s. These tests were conducted using a vacuum chamber GVU-60. A test power supply was used to simulate EPS operation. This paper presents the results of measurements and analysis of parameters of transients and ripples on PPU power buses used for thrusters and devices of three types. These results are considered to be preliminary. It is shown that the greatest difficulties can arise when operating high-power thrusters. It is concluded that for each new type of thrusters and PPU’s it is advisable to conduct interface tests of the propulsion subsystem and the satellite electric power subsystem.

Siberian Aerospace Journal. 2021;22(1):137-150
pages 137-150 views

Mathematical model of the mirror system of the Millimetron observatory and a description of the method of pre-measurement of the telescope within this model

Makarov S.N., Verhoglyad A.G., Stupak M.F., Ovchinnikov D.A., Oberemok Y.A.

Abstract

A mirror geometry control system for the Millimetron Observatory is being created to work as part of the on-board complex of scientific equipment. The system is designed to monitor the quality of the space telescope’s mirror system and use the data received as feedback signals for pre-setting and tuning the telescope’s optical system in outer space. The goal of the system is estimation of the multidimensional vector of unknown parameters of the telescope’s mirror system by indirect measurements obtained as a result of the measurement of the telescope by 3D scanning. A mathematical model has been created, numerically describing the process of pre-measurement of the mirror system of the Millimetron Observatory using optical control marks on the surface of the mirror system. The linear mathematical model allows to link the actual indirect measurements of the mirror system with the unknown biases of its parameters, determining the shape of the telescope. A formula has been developed for the optimal reverse problem solver in the process of pre-measurement of the mirror system. The method of measuring the components of the telescope as part of its pre-setting is described. The measurement of control marks is based on a onboard 3D scanner embedded in the design of the mirror system control system. The error analysis was carried out using the optimal solver, and a covariance matrix was obtained for the error vector of estimated parameter.

Siberian Aerospace Journal. 2021;22(1):151-164
pages 151-164 views

To the question of establishing safety coefficient and assurance coefficient at a given probability of non-destruction of load-bearing structures

Pokhabov Y.P., Shendalev D.O., Kolobov A.Y., Nagovitsin V.N., Ivanov E.A.

Abstract

Ensuring high reliability of unique high-critical products at the design stage is an actual task that the aerospace industry faces. For high reliability indicators, at the design stage, it is necessary to ensure the basic property of the product – its strength, with a high probability of non-destruction. It is provided by introducing the corresponding coefficients – «safety coefficient» and «margin of safety» into the strength calculations. The necessity in these coefficients is based on the spread of values of external loading factors: magnitude of forces, combination of forces, kind of actions, place of connection, etc. In this case, the safety coefficient is related to external factors. The margin of safety refers to internal factors: the spread of the mechanical characteristics of the product material, the spread of the geometric dimensions of the product, etc. To determine, with a given probability, the safety coefficient and margin of safety, it is necessary to know their dependence on the combination of spread of external and internal factors. The purpose of this work is to determine the mathematical connection between the internal factors of the spread and the safety coefficient, external factors of the spread and the margin of safety, the combination of these factors and the probability of non-destruction of structures. In this work the values of internal and external factors, which affect the strength and probability of non-destruction of the product and have the boundaries of the spread of their values, using the tools of probability theories, were characterized as random variables, the values of which are determined by the distribution density, expected value and variance. I this work there was found a high dependence of the product strength on the spread of its geometric characteristics and tools were defined to determine the total spread of the values of the main strength characteristics of the product with a given probability of non-destruction. The practical significance of the results of this work can be achieved in the aerospace industry, in particular, at the design stage of unique high-critical products.

Siberian Aerospace Journal. 2021;22(1):166-176
pages 166-176 views

Section 3. Technological Processes and Materials

Effect of electron-phonon interaction on transport properties in TmxMn1-xS

Aplesnin S.S., Zelenov F.V., Mashkov P.P.

Abstract

In solid solutions TmxMn1-xS, based on measurements of IR spectra and thermal expansion coefficient in the temperature range 80–500 K, the temperatures of sample deformation and disappearance of the absorption intensity of IR spectra at some frequencies are established. Anomalies in the temperature behavior of the electrical resistance are found, the sign of the current carriers and the mobility are determined from the Hall coefficient. The correlation between the temperatures of coefficient of electrical resistance and lattice deformation has been determined. A model of lattice polarons is proposed. The spectrum of electronic excitations and the density of electronic states in the interaction of electrons with flexural and tensile modes of the octahedron are calculated in the random phase approximation.

Siberian Aerospace Journal. 2021;22(1):178-193
pages 178-193 views

Spraying plasmatron coatings with powder supply to plasma flow

Mikheev A.Y., Girn A.V., Yakubovich I.O., Rudenko M.S.

Abstract

The efficiency of using plasma energy when applying coatings is largely determined by the design of the plasmotron. The main difference of the developed plasmotron PM-1 is the supply of transporting gas with powder to the plaza flow, which allows for a more efficient and even heating of the sprayed material. This paper presents the results of measuring the efficiency of the use of material, which is an important and indicative characteristic of plasmotrons, showing their economy and productivity, calculated the cost of electricity and conducted studies of sprayed samples for thermal shock.

Siberian Aerospace Journal. 2021;22(1):194-200
pages 194-200 views

Electrooptical response of the films of polymer dispersed nematic with conical boundary conditions

Feyzer K.A., Krakhalev M.N., Shabanov V.P., Zyryanov V.Y.

Abstract

The electrooptic response of films of polymer dispersed nematic under conical boundary conditions has been investigated. An axial-bipolar director configuration is formed in nematic droplets. It has been shown that initially, the orientation of droplet’s bipolar axes is chaotic both in the sample plane and relative to the normal to the substrates. The applied voltage U orients the droplet’s bipolar axes parallel to the electric field and the reorientation process is threshold only when the bipolar axis is initially orthogonal to the substrate normal. Accordingly, the samples strongly scatter light in the initial state, and the optical response to an electric field is thresholdless. The samples with a film thickness of 5, 10, 20 and 30 μm have been studied. All the samples under study are characterized by a high transmittance and contrast ratio, which for a 30 μm sample are equal to 84 % and 5536, respectively, and achieved at U = 12 V. The results obtained are relevant for use in low-power optoelectronic devices required for the development of energy-saving technologies in aerospace engineering.

Siberian Aerospace Journal. 2021;22(1):201-209
pages 201-209 views

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