Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review
The purpose of this work is to predict the destruction of reinforced concrete beams that are subjected to three- point physical loads. A decrease in the number of acoustic emission signals with increasing load was taken as a criterion for the onset of destruction. Polynomial regression is considered as a forecasting method. Using the Sklearn Python library, the coefficients of the polynomial are fitted. The degree of the polynomial is found empirically. The developed method has shown good results in two practical experiments.
Original language | English |
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Title of host publication | Proceedings of the III International Conference on Advanced Technologies in Materials Science, Mechanical and Automation Engineering, MIP |
Subtitle of host publication | Engineering-III 2021 |
Editors | Igor V. Kovalev, Alena A. Stupina, Anna A. Voroshilova |
Publisher | American Institute of Physics |
Number of pages | 5 |
ISBN (Electronic) | 9780735441569 |
DOIs | |
State | Published - 15 Nov 2021 |
Event | 3rd International Conference on Advanced Technologies in Materials Science, Mechanical and Automation Engineering, MIP: Engineering-III 2021: Модернизация, Инновации, Прогресс: Передовые технологии в материаловедении, машиностроении и автоматизации - Красноярский ДНИТ, Krasnoyarsk, Russian Federation Duration: 29 Apr 2021 → 30 Apr 2021 Conference number: 3 https://conf.domnit.ru/ru/conferences/mip-engineering-3-2021/ https://conf.domnit.ru/en/materials/mip-engineering-2021/ |
Name | AIP Conference Proceedings |
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Volume | 2402 |
ISSN (Print) | 0094-243X |
ISSN (Electronic) | 1551-7616 |
Conference | 3rd International Conference on Advanced Technologies in Materials Science, Mechanical and Automation Engineering, MIP: Engineering-III 2021 |
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Abbreviated title | MIP-III 2021 |
Country/Territory | Russian Federation |
City | Krasnoyarsk |
Period | 29/04/21 → 30/04/21 |
Internet address |
ID: 94488036