Proceedings of the 2020 IEEE International Conference "Quality Management, Transport and Information Security, Information Technologies" (IT&QM&IS)
The IEEE Russia North West Section, Pastukhov State Academy of Industrial Management (Yaroslavl), and the European Centre for Quality (Moscow) are pleased to present the Proceedings of the 2020 International Conference "Quality Management, Transport and Information Security, Information Technologies" (IT&QM&IS). The Conference was held in Yaroslavl, Russia on September 7-11, 2020, and it was proudly hosted by Pastukhov State Academy of Industrial Management. The Organizing Committee believes and trusts that we have been true to the spirit of collegiality that members of IEEE value whilst also maintaining a high standard as we reviewed papers, provided feedback and now present a strong body of published work in this collection of proceedings. The themes for this year's conference were chosen as a means of bringing together academics and industrialists, engineering and management research, manufacturing and teaching, and providing a basis for discussion of issues arising across the engineering and business community in relation to Quality Management, Information Technologies, Transport and Information Security aimed at developing engineers and managers for the future. The goal of these proceedings has been to present high quality work in an accessible medium, for use in a wide community of academics, engineers, managers, and industrialists, the community united by the key words Science, Education, Quality, Innovations in engineering. To achieve this aim, all papers submitted for publication in this journal of proceedings were subjected to a rigorous reviewing process.
This paper studies the application of machine learning methods to allocate oil resources in the strata. To solve the problem, different algorithms of machine learning were analyzed and trained on borehole logging measurements: K-nearest neighbors, Random forest and Gradient boosting
The authors propose a new method for increasing the reliability of radio-electronic equipment, which involves obtaining deterministic reserves for thermal and associated electrical and mechanical loads of electrical components. These reserves should be used as additional indicators for calculating probabilistic reliability indicators at enterprises. The currently used method of calculating using only probabilistic laws of quantities distribution is not subject to practicale verification in tests. Many of the values used in calculations are averaged. The authors show that the use of real coefficients of electrical, thermal and mechanical loads in the reliability analysis of electric components will give a real effect, because developers will be able to avoid violating the modes of their use. Using the latest advances in information technologies in the field of physical processes modeling with the requirement to take into account the relationship of these processes with each other will increase the reliability of the designed radio-electronic equipment.
Cyber-physical systems enable to connect physical processes with electronic-software systems for continuous management realization. They become an integral part of the modern digital economy. Projects of cyber-physical systems design and management are central to innovative development of enterprises and industries. In current conditions of dynamically changing external environment, cyber-physical systems’ project management require a proactive approach. At the initial stage, design decisions are developed considering various influencing factors and possible scenarios of the project evolution due to the Foresight modeling method. This article is devoted to one of the key aspects of the development and implementation of design solutions for cyber-physical systems - the forecasting of technical and economic indicators. Prediction capabilities using Foresight modeling as the foundation of proactive management are considered.
This article describes the structure and principle of operation of the optical linear displacement sensor with open optical channel. Scope of application in industrial equipment for measuring vibration parameters is determined. Analysis of errors caused by external illumination of the optical channel and a change in the reflection coefficient of the object surface is accomplished. Methods of reducing errors are considered. Recommendations about the use of transducer as part of information and measurement systems are provided.
This article is dedicated to modelling the information security system of an object of informatization. The main directions of information protection, as well as the main stages of its implementation, are presented and described.
The article presents the results of studies of the mechanism of formation of contact radio interference arising from the action of electromagnetic radiation from a transmitter on conducting mechanical contacts with a time-varying electrical resistance or on alternating contacts, which are secondary emitters of an electromagnetic field. The article analyzes the results of theoretical studies of the mechanisms of formation and propagation of contact radio noise generated by mobile electronic objects, using the example of a study of non-linear models of the formation of contact radio interference.