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The errors between the design parameters and experiment data of the power transformer in idle mode can reach 15-20% or more, because engineering techniques do not take into account in full all factors. Therefore, the aim of the work is to develop improved circuit models, which are interconnected with spatial electromagnetic field models. These models consider the active part design of the transformer, the hysteresis of the nonlinear magnetic properties of electrical steel, asymmetry and non-sinusoidal phase-to-phase currents and provide high accuracy determination of rated idling parameters of transformer. To research the idle mode of transformer, the circuit models were conjugated with 3D and 2D magnetic field models. Their numerical implementation was carried out by means of finite element method on the example of a three-phase power transformer (10 kVA, 380/220 V). The reduction of the computational time was performed by doubling cancellation of the volume of 3D three-phase transformer domain and the conformal transition to the 2D geometric domain. Determination of the effective magnetic characteristics of electrical steel according to single-phase idling experiment data, allows to take into account the combined effect of hysteresis and eddy currents, design and technological factors on the specific losses and magnetization power. This ensures high accuracy of the description of the interrelation between magnetic flux density and magnetic field strength, reducing of current error and relative errors in the calculation of idling losses up to 1.41% and 1.2% for the 3D model and up to 5.18% and 3.2% for the 2D model.

Today, the significant volumes of network traffic circulate through the Internet. The sources of such traffic are, in particular, the diverse territory distributed “smart” devices. The number of named devices is about billions. As a consequence, the relevance of bringing to practice the core concepts of the Internet of Things paradigm is constantly becoming more and more topical. It’s bound with the problem of granting the interoperability between the components of distributed software systems, built over the aforementioned devices. The web services are typically considered as the components of the system. To this end, to establish the interoperability between the components, despite the standardization, the need for the development of effective tools and techniques, granting the interoperability between the web services, arises. The goal of the work is to increase the effectiveness of the Internet of Things system engineering process by way of checking the interoperability between the components during the designing. The goal is achieved through the development of formal model for checking the interoperability between the components of the Internet of Things system by way of model checking in an automated manner. The novelty of proposed solution is grounded on the usage of Temporal Logic of Actions, corresponding formalism and the concept of action as the basis for compact and easily reconfigurable formal specifications synthesis. The adequacy of proposed model has been proved through the case study. The verification-related time costs have been estimated.

Our article focuses on the essence, characteristics, and the structure of the labor potential of the region as well as its role in socio-economic development, territorial and environmental characteristics of labor resources and mechanisms for the reproduction of labor potential. Our results are based on a conceptual and methodological review of foreign and domestic sources. Perspective directions of labor resources research manifest such common features as the assessment of migration risks, the influence of globalization factors, forecasting the dependence of labor productivity at the regional level on market factors, climatic conditions, insurance mechanisms, and other factors. We conclude that research activity directed at human resources of the regions and their qualitative and quantitative properties is extremely high. Moreover, we note a high level of interest of scientists to the problem of labor potential at the micro, meso and macro level in Russian Federation. Our paper pays special attention to the analysis of existing approaches to methods for assessing the labor potential of the region, as proposed by Russian researchers and applied in the Russian Federation. Moreover, it considers the features of the main methodological approaches, studies their classification, as well as the technology of evaluation depending on the research tasks and objectives. We describe the method used for measuring the labor potential of a region on the basis of the index method which allows us to take into account its specific conditions of its reproduction and use at the regional level, as well as to conduct reasonable comparative assessments. In addition, we present our own calculations carried out on the basis of the proposed method and employing the state and the level of development of labor potential in the North Caucasus and Southern Caucasus federal districts, as well as in the Russian Federation as a whole.

The presence of higher current harmonics has a negative impact on the efficiency and reliability of the elements of network. Higher current harmonics can lead to significant increases of resistance, voltage drop and active losses in busbar, also to decreasing network power factor. Existing engineering techniques can’t provide a reliable calculation of the parameters of busbars at higher current harmonics influences. Therefore, the aim of the work is to develop a new approach of parameters determination and the voltage drop estimation in busbar at higher current harmonics influence. Mathematical model of electromagnetic processes in busbar, which takes into account their design features, non-linearity of magnetic and electrophysical properties, proximity effects, surface and external surface effects, was developed and proposed. This model will allow to determinate the components of active and reactive resistances of busbar, voltage drops for each eigenvalue of the amplitude and frequency of current harmonics. Based on field simulation results was obtained the functional dependence in bicubic polynomial form. For effective spectra and amplitudes of higher harmonics, at selecting the corresponding polynomial coefficients, it will allow to determinate the components and the resulting values of voltage drops for an individual busbar’s design without spending time on field simulation. Based on the proposed approach, a method will be developed for the busbar's parameters identification and voltage drop estimation. This will allow effectively define the network configuration, installed capacity of compensating devices, which will provide the reliability of electrical collectors with the declared technical data and etc.

The article proposes a method for reducing time necessary for subsuming a certain document in order to classify the text documents by reducing the term vector size of certain categories. According to the method, the term weight factors were calculated for each classification category to implement subsuming process at the stage of training a certain system. As a result of the analysis of the obtained data, the individual category terms, whose weight values did not exceed the experimentally determined threshold value, were excluded from the term vector of the category by equating them to zero. Those terms were not involved in the further subsuming process at the testing stage. As the input data for the experimental part, the TF-SLF reference method and its modernization CTFSLF according to those described above were proposed. Due to the application of the method proposed, the differential term vector size for each category was decreased. Despite the increase in the compile time of the term vector according to categories, which was performed only once, the calculation time used to determine whether or not a document belonged to a specific category decreased without losing the classification quality. In addition, due to the fact that the proposed method excluded the words that were used in the texts frequently, it became possible to exclude the stage of removing the stop words from the pretreatment process of the analyzed text. For the same reason, the problem of misprints and the words "stuck together" in the initial, training sample was solved

The purpose of this paper is to estimate the possibility of technical use of the 110 kV voltage lines (OPL) for the interconnection of the power systems of the Republic of Moldova and Romania, taking into account in the unified power system regime, which includes the power system of the CIS countries, of Moldova, Romania, Ukraine and other countries in the region. In the calculation scheme of the permanent synchronous regime of the integrated system, the interconnection zone of the Moldovan and Romanian systems was highlighted for the lines of 110 kV: Stanca-Costeşti, Ţuţora (Fai) - Ungheni and Hushi-Cioara. Transformer phase difference angle adjustment devices have been introduced in the 110 kV OPL to provide the bidirectional power shift regime. In the existing topology of electricity networks, power flows at the power system interface are directed from the Republic of Moldova to Romania. Changing the direction of the power flows is possible through the 110 kV OPL A when equipped with phase shift devices. The results of the calculations of the permanent regime have demonstrated the possibility of achieving the reciprocal power exchange regime between the interconnected power systems by adjusting the phase difference angle. It was shown the possibility of stable operation when using 110 kV overhead power lines as interconnection lines of the Moldovan and Romanian power systems. The issue of interconnection through the 110 kV lines is complex and requires an individual approach to how to achieve it.

Innovations in the nuclear industry are inextricably linked to economic evaluations of new engineering solutions. To improve the economic literacy of students of engineering areas of training at NRNU MEPhI, an innovative course on the economics of digital design and engineering in the nuclear industry has been implemented since 2016. The structure of the interdisciplinary course is modular, which makes it possible to involve in the teaching activity specialists who are most competent in the respective areas of training. To increase the involvement of students, a software and hardware complex has been developed, which provides through the wi-fi classroom system a permanent online contact of the teacher with students. During the lectures, students respond in real time through their gadgets (smartphones, laptops, tablets, etc.) to 5 questions on the materials of each specific lecture, and during the workshops - solve about a dozen problems in the explanations of the teacher also through gadgets. This at the end of each lesson allows the teacher on his laptop not only to have a list of responses of each student to the second, but also to adjust the subsequent sessions to the understanding of certain aspects of the course. The work of students in the network allowed even as a creative task to develop a technological package «Nuclear technology-2035», showing a promising vision of the development of the domestic nuclear industry. In 2016-2020, more than 1400 students of various engineering specialties were trained. Statistical processing of the results of the control of the educational process allows us to make preliminary conclusions about the abilities (giftedness) of students to certain activities described, including in the course materials. Software and hardware complex can be used for other educational programs, which, depending on the subject area of study allows you to form a kind of «digital portrait» of each student Инновации в атомной отрасли неразрывно связаны с экономическими оценками новых инженерных решений. Для повышения экономической грамотности студентов инженерных направлений подготовки в НИЯУ МИФИ разработан и около пяти лет успешно реализуется инновационный междисциплинарный курс «Экономика цифрового проектирования и конструирования в атомной отрасли». Модульная структура курса позволяет привлекать специалистов, наиболее компетентных в соответствующих направлениях подготовки. Для повышения вовлеченности студентов создан программно-технический комплекс, обеспечивающий постоянный интернет-контакт преподавателя со студентами. Студенты в режиме реального времени с помощью своих гаджетов (смартфонов, планшетов и пр.) дают ответы на вопросы в ходе лекций, решают задачи в ходе практикумов. В конце занятия преподаватель имеет ведомость ответов каждого студента с точностью до секунды и может корректировать последующие занятия с учетом понимания тех или иных аспектов курса. Работа студентов в сети позволила даже в качестве творческого задания разработать технологический пакет «Ядерные технологии-2035», показывающий перспективное видение студентами развития отечественной атомной промышленности. В 2016-2020 гг. обучение прошли более 1400 студентов различных инженерных специальностей. Обработка результатов контроля учебного процесса позволяет делать предварительные выводы о способностях (одаренности) студентов к определенным видам деятельности, описанным, в том числе, в материалах курса. Программно-технический комплекс может быть использован и для других образовательных программ, что в зависимости от предметной области обучения позволяет формировать своеобразный «цифровой портрет» каждого студента ИННОВАЦИИ, Выпуск 4 (258) 2021, Pages 59-66