Результаты исследований: Глава в книге, отчете, сборнике статей › Материалы конференции › Рецензирование
Результаты исследований: Глава в книге, отчете, сборнике статей › Материалы конференции › Рецензирование
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TY - GEN
T1 - General Algorithm for Cognitive Material Measurements by the Radio Structuroscopy Method
AU - Zeyde, Kirill
AU - Milochkin, Iliya
PY - 2023/11/8
Y1 - 2023/11/8
N2 - In this work, a new general approach to the measurement of material parameters is proposed. The basis of this approach is the joint use of a computer model, a discriminative model, and a Bayesian network to organize the process of restoring material parameters. The purpose of the measuring system is to provide relevant information about the parameters of the material under investigation. We have successfully attempted to use the concept of self-awareness in a system for the automated determination of complex medium properties in real time. This method combines the advantages of both direct experimental research and numerical reconstruction in a virtual model. The work describes in detail the functioning algorithm the support machine and the structure of the Bayesian network. These two elements are crucial to the proposed measuring complex.
AB - In this work, a new general approach to the measurement of material parameters is proposed. The basis of this approach is the joint use of a computer model, a discriminative model, and a Bayesian network to organize the process of restoring material parameters. The purpose of the measuring system is to provide relevant information about the parameters of the material under investigation. We have successfully attempted to use the concept of self-awareness in a system for the automated determination of complex medium properties in real time. This method combines the advantages of both direct experimental research and numerical reconstruction in a virtual model. The work describes in detail the functioning algorithm the support machine and the structure of the Bayesian network. These two elements are crucial to the proposed measuring complex.
UR - http://www.scopus.com/inward/record.url?partnerID=8YFLogxK&scp=85182329946
U2 - 10.1109/SUMMA60232.2023.10349423
DO - 10.1109/SUMMA60232.2023.10349423
M3 - Conference contribution
SN - 979-835030912-6
SP - 599
EP - 602
BT - Proceedings - 2023 5th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency, SUMMA 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2023 5th International Conference on Control Systems, Mathematical Modeling, Automation and Energy Efficiency (SUMMA)
Y2 - 8 November 2023 through 10 November 2023
ER -
ID: 51660794