Будь ласка, використовуйте цей ідентифікатор, щоб цитувати або посилатися на цей матеріал: https://dspace.mnau.edu.ua/jspui/handle/123456789/14055
Назва: Information Technology for Decision Making Support and Monitoring in Man-Machine Systems for Managing Complex Technical Objects of Critical Application
Автори: Борчик, Євген Юрійович
Borchyk, Yevhen
Perederyi, Viktor
Ohnieva, Oksana
Ключові слова: Bayesian confidence network
Complex organizational and technical objects
Distributed man-machine systems of critical application
Expert systems
Functional sustainability
Human factor
Monitoring system
Complex networks
Computation theory
Decision support systems
Decision theory
Electric network analysis
Electric network parameters
Electric power system control
Electric power system interconnection
Electric power transmission networks
Information management
Intelligent computing
Interactive computer systems
Machinery
Man machine systems
Monitoring
Reactive power
Sustainable development
Critical applications
Decision making support
Electrical power networks
Individual components
Operational management
Operational management
Regional power network
Trouble-free operations
Decision making
Дата публікації: 2021
Видавництво: Mykolaiv National Agrarian University, Mykolaiv
Kherson National Technical University
Бібліографічний опис: Perederyi, V., Borchik, E. & Ohnieva, O. (2021). Information Technology for Decision Making Support and Monitoring in Man-Machine Systems for Managing Complex Technical Objects of Critical Application. In: Babichev, S., Lytvynenko, V., Wójcik, W., Vyshemyrskaya, S. (eds) Lecture Notes in Computational Intelligence and Decision Making. ISDMCI 2020. Advances in Intelligent Systems and Computing, vol 1246. Springer, Cham. https://doi.org/10.1007/978-3-030-54215-3_29
Короткий огляд (реферат): The information technology of decision support and monitoring in distributed man-machine systems for managing complex technical objects of critical application is proposed, which complements the theory and methods for solving the problems of increasing the functional sustainability and efficiency of the operational management of the working modes, due to introducing the complex of modern monitoring, evaluation, and analysis means and making relevant decisions to ensure trouble-free operation. The development of this information technology on the example of management of a multilevel regional electrical power network is considered. In calculating the criteria characterizing the degree of workability and technical condition of the electrical power network equipment, in addition to the data obtained from control devices of the monitoring system and diagnostic modules, modern mathematical probabilistic methods and fuzzy models based on the theory of expert evaluation were used. To evaluate the modes of operation, and maintain the full functional sustainability of the regional power network, a Bayesian confidence network was built, with the help of which, based on the experts’ knowledge, the probability of the state of both individual components and a complex evaluation of its functioning were performed. For practical substantiation of the obtained results, an experiment was conducted, the results of which confirmed the practical value of the proposed information technology, which can be used in distributed man-machine systems for managing complex technical objects of critical application.
Опис: Повний текст статті доступний з сайту видавця за посиланням: https://link.springer.com/chapter/10.1007/978-3-030-54215-3_29#citeas
URI (Уніфікований ідентифікатор ресурсу): https://dspace.mnau.edu.ua/jspui/handle/123456789/14055
Розташовується у зібраннях:Публікації науково-педагогічних працівників МНАУ у БД Scopus
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