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This article is cited in 1 scientific paper (total in 1 paper)
MANAGEMENT, MODELING, AUTOMATION
Control system of technological safety of industrial processes based on multiagent modeling
S. R. Bakasova, G. N. Sanaevab, Yu. A. Voronina, A. E. Prorokovb, V. N. Bogatikova a Tver State Technical University,
Tver, Russian Federation
b Dmitri Mendeleev University of Chemical Technology of Russia, Novomoskovsk Institute,
Tula region, Novomoskovsk, Russian Federation
Abstract:
The paper focuses on the intellectual organization of technological security management in conditions of uncertainty and rapid changes in the industrial processes. Application of artificial intelligence methodologies, namely, agent technology increases the self-organization potential in the industrial system and helps to increase the efficiency in decision making. Intellectualization of organizational and technological systems should stimulate the enterprise’s interest in the development of its knowledge system, in positive ways of finding solutions to critical situations. It becomes necessary to search solutions for both methodological and new theoretical approaches to designing a control system for such organizational and technological entities. Such approaches are usually based on adaptation and self-organization principles. Currently, the main tool for the intellectualization of industrial organizational and technological systems is agent-oriented technology for building control systems. Usually, an agent is a high-level abstraction that is given certain functionality. Functionality depends on the range of tasks that this element needs to solve when working with the system as a whole. To maintain a leading position in complex technology management processes, it is necessary to use an innovative approach to the intellectualization of enterprise management tools. One of such innovative tools could be the concept of intellectualization of management, the centerpiece of which is the intellectual capital of the enterprise making the basis for its further sustainable development and effective functioning.
Keywords:
agent status, fuzzy situation, technological process, managerial decision, subjective evaluation of ideal, system functioning, state transition, behavior patterm.
Received: 25.07.2019
Citation:
S. R. Bakasov, G. N. Sanaeva, Yu. A. Voronin, A. E. Prorokov, V. N. Bogatikov, “Control system of technological safety of industrial processes based on multiagent modeling”, Vestn. Astrakhan State Technical Univ. Ser. Management, Computer Sciences and Informatics, 2019, no. 4, 37–45
Linking options:
https://www.mathnet.ru/eng/vagtu599 https://www.mathnet.ru/eng/vagtu/y2019/i4/p37
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Abstract page: | 105 | Full-text PDF : | 36 | References: | 19 |
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