Application of neural networks for prediction the state of pumping units of the borehole underground leaching of uranium | Izvestiya vuzov. Fizika. 2021. № 2-2. DOI: 10.17223/00213411/64/2-2/90

HomeIssuesApplication of neural networks for prediction the state of pumping units of the borehole underground leaching of uranium | Izvestiya vuzov. Fizika. 2021. № 2-2. DOI: 10.17223/00213411/64/2-2/90

Application of neural networks for prediction the state of pumping units of the borehole underground leaching of uranium

A system for predicting failures of pumping units of uranium in situ leaching landfill is considered. The system is based on the use of an artificial neural network. The forecasting system is implemented in the form of specialized software. The topology and learning algorithm of the neural network, as well as the functionality of the software, are described.

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Keywords

uranium mining, in situ leaching, pumping unit, prediction, artificial neural network, multilayer perceptron, algorithm of error back propagation

Authors

NameOrganizationE-mail
Serbin A.V.Seversk Technological Institute National Research Nuclear University «MEPHI»serbin-96@mail.ru
Gutsul M.V.Seversk Technological Institute National Research Nuclear University «MEPHI»vistum@rambler.ru
Noskov M.D.Seversk Technological Institute National Research Nuclear University «MEPHI»md_noskov@mail.ru
Shchipkov A.A.Seversk Technological Institute National Research Nuclear University «MEPHI»aashchipkov@mephi.ru
Всего: 4

References

Белецкий В.И., Богатков Л.К., Волков Н.И. и др. Справочник по геотехнологии урана. - М.: Энергатомиздат, 1997. - 672 с.
Акимова И.Д., Бабкин А.С., Воронцова О.М. и др. Геотехнология урана (российский опыт). - М.: КДУ, 2017. - 576 с.
Жукова А.Г., Лаврушин В.М. // Информационные технологии моделирования и управления. - 2015. - Т. 91. - № 1. - С. 41-49.
Канаев А.К., Сахарова М.А. // Автоматика, связь, информатика. - 2015. - № 2. - С. 13-16.
Бендерская Е.Н., Никитин К.В. // Информационно-управляющие системы. - 2015. - № 1 (74). - С. 85-91.
Прахов И.В., Бикметов А.Г. // Технические науки. - 2015. - № 9. - С. 502-506.
Галушкин А.И. Нейронные сети : основы теории. - М.: Горячая линия-Телеком, 2012. - 497 с.
Хливненко Л.В. Практика нейросетевого моделирования. - Воронеж: ВГТУ, 2015. - 214 с.
Application of neural networks for prediction the state of pumping units of the borehole underground leaching of uranium | Izvestiya vuzov. Fizika. 2021. № 2-2. DOI: 10.17223/00213411/64/2-2/90

Application of neural networks for prediction the state of pumping units of the borehole underground leaching of uranium | Izvestiya vuzov. Fizika. 2021. № 2-2. DOI: 10.17223/00213411/64/2-2/90

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