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Instruments and Systems: Monitoring, Control, and Diagnostics

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Solving the Problem of Computation Synthesis in Proactive Monitoring of the States of Complex Objects
M.Y. OKHTILEV, P.A. OKHTILEV, O.P. NICHIPOROVICH, A.V. KULESHOV

The article considers the problems of creating and using software and mathematical support (SMS) for proactive (anticipatory) monitoring (PM)
of complex objects (CO) states, in the presence of poorly formalized knowledge, incompleteness and unreliability of the information used. In the formal
description and solution of these problems, it is proposed to use, along with the theory of pattern recognition, models, methods and technologies that have their
roots in conceptual programming and the theory of "underdetermined computations" and have been developed in the form of G-models, G-networks. A model
for representing knowledge about the processes of proactive monitoring of the state of a complex object, as well as a scheme of the program of calculations
when recognizing the states of a complex object, for which the article proposes to consider complex agrobiotechnical objects.
Keywords: decision support, automated system of proactive state monitoring, knowledge representation model, G-model, computational program scheme,
G-network.


DOI: 10.25791/pribor.9.2025.1616

Pp. 52-56.

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