Hydraulic and Separation Characteristics of an Industrial Gas Centrifuge Calculated with Neural Networks; AIP Conference Proceedings; Vol. 1938 : Isotopes: Technologies, Materials and Application (ITMA-2017)
| Parent link: | AIP Conference Proceedings Vol. 1938 : Isotopes: Technologies, Materials and Application (ITMA-2017).— 2018.— [020019, 5 p.] |
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| Korporativní autor: | |
| Další autoři: | , , , , |
| Shrnutí: | Title screen Single gas centrifuge (GC) is generally used for the separation of binary mixtures of isotopes. Processes taking place within the centrifuge are complex and non-linear. Their characteristics can change over time with long-term operation due to wear of the main structural elements of the GC construction. The paper is devoted to the determination of basic operation parameters of the centrifuge with the help of neural networks. We have developed a method for determining the parameters of the industrial GC operation by processing statistical data. In this work, we have constructed a neural network that is capable of determining the main hydraulic and separation characteristics of the gas centrifuge, depending on the geometric dimensions of the gas centrifuge, load value, and rotor speed. Режим доступа: по договору с организацией-держателем ресурса |
| Jazyk: | angličtina |
| Vydáno: |
2018
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| Témata: | |
| On-line přístup: | https://doi.org/10.1063/1.5027226 |
| Médium: | Elektronický zdroj Kapitola |
| KOHA link: | https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=658000 |
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| 200 | 1 | |a Hydraulic and Separation Characteristics of an Industrial Gas Centrifuge Calculated with Neural Networks |f V. G. Butov [et al.] | |
| 203 | |a Text |c electronic | ||
| 300 | |a Title screen | ||
| 320 | |a [References: 11 tit.] | ||
| 330 | |a Single gas centrifuge (GC) is generally used for the separation of binary mixtures of isotopes. Processes taking place within the centrifuge are complex and non-linear. Their characteristics can change over time with long-term operation due to wear of the main structural elements of the GC construction. The paper is devoted to the determination of basic operation parameters of the centrifuge with the help of neural networks. We have developed a method for determining the parameters of the industrial GC operation by processing statistical data. In this work, we have constructed a neural network that is capable of determining the main hydraulic and separation characteristics of the gas centrifuge, depending on the geometric dimensions of the gas centrifuge, load value, and rotor speed. | ||
| 333 | |a Режим доступа: по договору с организацией-держателем ресурса | ||
| 461 | 0 | |0 (RuTPU)RU\TPU\network\4816 |t AIP Conference Proceedings | |
| 463 | 0 | |0 (RuTPU)RU\TPU\network\24872 |t Vol. 1938 : Isotopes: Technologies, Materials and Application (ITMA-2017) |o IV International Conference for Young Scientists, Post-Graduate Students and Students, 30 October–3 November 2017, Tomsk, Russia |o [proceedings] |f National Research Tomsk Polytechnic University (TPU) ; eds. L. Hongda, A. Yu. Godymchuk (Godimchuk), L. Rieznichenko |v [020019, 5 p.] |d 2018 | |
| 610 | 1 | |a электронный ресурс | |
| 610 | 1 | |a труды учёных ТПУ | |
| 610 | 1 | |a гидравлические характеристики | |
| 610 | 1 | |a разделительные характеристики | |
| 610 | 1 | |a газовые центрифуги | |
| 610 | 1 | |a нейронные сети | |
| 610 | 1 | |a бинарные смеси | |
| 610 | 1 | |a разделение | |
| 610 | 1 | |a изотопы | |
| 701 | 1 | |a Butov |b V. G. |c physicist |c Professor of Tomsk Polytechnic University, doctor of physical and mathematical Sciences |f 1944- |g Vladimir Grigorievich |3 (RuTPU)RU\TPU\pers\34623 | |
| 701 | 1 | |a Timchenko |b S. N. |c physicist |c Associate Professor of Tomsk Polytechnic University |f 1980- |g Sergey Nikolaevich |3 (RuTPU)RU\TPU\pers\34267 | |
| 701 | 1 | |a Ushakov |b I. A. |c physicist |c engineer at Tomsk Polytechnic University |f 1991- |g Ivan Alekseevich |3 (RuTPU)RU\TPU\pers\35544 | |
| 701 | 1 | |a Golovkov |b N. |g Nikita | |
| 701 | 1 | |a Poberezhnikov |b A. D. |c physicist |c Senior Lecturer, Tomsk Polytechnic University |f 1981- |g Andrey Dmitrievich |3 (RuTPU)RU\TPU\pers\37337 |9 20256 | |
| 712 | 0 | 2 | |a Национальный исследовательский Томский политехнический университет |b Инженерная школа ядерных технологий |b Отделение ядерно-топливного цикла |3 (RuTPU)RU\TPU\col\23554 |
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| 856 | 4 | |u https://doi.org/10.1063/1.5027226 | |
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