Cooling System of Research Reactor Facility as Basis for Boosted Regression

Cooling System of Research Reactor Facility as Basis for Boosted Regression

Production processes become more and more complex in terms of engineering implementation. During the operation of equipment for nuclear power plants or research reactor facilities, it is advisable to consider big data volumes, their change dynamics and deviations from the normal state. The IRT-T rea...

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Bibliographic Details
Published in:Russian physics journal Vol. 67; no. 3; pp. 315 - 319
Main Authors: Kublinskiy, M. K., Smolnikov, N. V., Naimushin, A. G.
Format: Journal Article
Language:English
Published: Cham Springer International Publishing 01-03-2024
Springer Nature B.V
Subjects:
Condensed Matter Physics
Cooling systems
Hadrons
Heavy Ions
Lasers
Machine learning
Mathematical and Computational Physics
Nuclear Physics
Nuclear power plants
Optical Devices
Optics
Photonics
Physics
Physics and Astronomy
Theoretical
research reactor facility
data analytics
cooling system
machine learning
heat exchanger
artificial intelligence
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Summary:Production processes become more and more complex in terms of engineering implementation. During the operation of equipment for nuclear power plants or research reactor facilities, it is advisable to consider big data volumes, their change dynamics and deviations from the normal state. The IRT-T reactor facility at the School of Nuclear Science and Technology in National Research Tomsk Polytechnic University, is used for machine learning.
ISSN:1064-8887
1573-9228
DOI:10.1007/s11182-024-03124-1