Навчально-методичні матеріали (АЕМК)
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Перегляд Навчально-методичні матеріали (АЕМК) за Автор "Kulakovskyi, Leonid"
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Документ Відкритий доступ Intelligent automatic control systems. Workbook for practical classes. Practicum(Igor Sikorsky Kyiv Polytechnic Institute, 2025) Danilin, Oleksandr; Kulakovskyi, LeonidThe presented manual outlines the basic provisions for completing practical tasks, the topics of which cover the sections of the course "Intelligent Automatic Control Systems". This workshop contains methods of a new modern technology – modeling of fuzzy control systems (fuzzy modeling) in the context of solving practical problems and accented on use specialized software MATLAB for interactive simulation modeling of such fuzzy control systems. Methods for compiling algorithms for modeling fuzzy systems of the Mamdani and Sugeno types, mathematical aspects of indeterminacy, as well as obtaining graphical results of computer modeling are suggested in workbook. The educational workbook intended for master's degree for the educational program "Engineering of Intelligent Electrical and Mechatronic Complexes" by specialty 141 "Electrical Power Engineering, Electrical Engineering and Electromechanics" and will also be useful in the educational process of other higher education institutions during the preparation of professional and scientific masters in electrical power engineering, electrical engineering and electromechanics.Документ Відкритий доступ Intelligent Decision-Making Systems. Practicum(Igor Sikorsky Kyiv Polytechnic Institute, 2023) Rosen, Viktor; Kulakovskyi, Leonid; Bosak, AllaThe practicum is devoted to students' acquisition skills of decision-making methods. Such skills can be applied in various fields of energy to control the operation of electrical and mechatronic complexes. On the classes, the methods for solving optimization problems of decision-making on the effective management of the functioning and development of electrical and mechatronic complexes in order to reduce the use of fuel and energy, material and labor resources, increase the level of reliability, efficiency and quality of production facilities are considered. The purpose of studying the course "Intelligent Decision Making Systems" is to develop students' skills and abilities to meaningfully formulate and formalize a wide range of optimization problems that arise in the process of automated control of production systems, as well as effective analysis of functioning processes based on an arsenal of mathematical programming methods, methods of decision theory.