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Information × Registration Number 0224U031993, 0121U113385 , R & D reports Title Scientific bases of creation of digital components of specialized networks and information-measuring systems of industrial and oil and gas objects popup.stage_title Head Melnychuk Stepan I., Доктор технічних наук Registration Date 11-07-2024 Organization Ivano-Frankivsk National University of Oil and Gas popup.description2  The object of research is the processes of formation, processing and transmission of measurement and communication signals in specialized computer systems for industrial and oil and gas facilities. The purpose of the work is to develop software and algorithm support for specialized information and measurement systems and networks for industrial and oil and gas facilities. Research methods – methods of analysis and synthesis of computer systems for diagnosis and management of oil and gas industry facilities; methods of mathematical analysis; theory of probability and mathematical statistics, theory of digital signal processing.. The most important scientific or scientific-technical results that were obtained are: - for the first time - a mathematical model of a centrifugal supercharger was proposed based on the method of group consideration of arguments using a neural network approach; - improved – the mathematical model of the well deepening process dynamic stability; - methods of testing complex computer systems; - found further development - the development of the structure and architecture of a neural network for the tasks of statistical data forecasting and analysis; - determining the required number of cluster processors for distributed computing. Following scientific and methodological or technical products were received: - the method of using neural networks to eliminate the shortcomings of the classic method of group arguments consideration; - testing technique based on chromosomal representation of pairwise combination, gene representation of transition and mutation to accelerate generations in GA; - software of the integrator of the optimization problem of the computer system for the natural gas compression process under uncertainty conditions; Distinctive features and advantages of the obtained results over foreign/domestic analogues or prototypes: - mathematical models of the data transmission speed dependence on the length of a specialized CANopen d Product Description popup.authors Babchuk Serhii M. Buzoveria Hennadiivna Nadiia H. Harasymiv Taras H. Humeniuk Taras V. Zaiachuk Yaroslav І. Kropyvnytska Vitaliia B. Manuliak Iryna Z. Melnychuk Stepan I. Moiseienko Olena V. Pashkovskyi Bohdan V. Slabinoha Marian О. popup.nrat_date 2024-07-11 Close