Optimization of passive modular molten salt microreactor geometric perturbations using machine learning
A Larsen, R Lee, B Clayton, E Mercado, E Wright… - … Engineering and Design, 2024 - Elsevier
Nuclear reactors are vital to the global economy due to the large amounts of baseload
power they can provide with minimal intermittence. However, these reactors are extremely …
power they can provide with minimal intermittence. However, these reactors are extremely …
Decision tree insights analytics (DTIA) tool: an analytic framework to identify insights from large data records across fields of science
Supervised machine learning (SML) techniques have been developed since the 1960s.
Most of their applications were oriented towards developing models capable of predicting …
Most of their applications were oriented towards developing models capable of predicting …
[HTML][HTML] A machine learning informed prediction of severe accident progressions in nuclear power plants
JH Song, SJ Kim - Nuclear Engineering and Technology, 2024 - Elsevier
A machine learning platform is proposed for the diagnosis of a severe accident progression
in a nuclear power plant. To predict the key parameters for accident management including …
in a nuclear power plant. To predict the key parameters for accident management including …
A machine learning diagnosis of the severe accident progression
JH Song, SJ Kim - Nuclear Engineering and Design, 2024 - Elsevier
Abstract A Machine Learning (ML) platform is proposed to assist the operator in diagnosing
the severe accident progression, where some of the signal is corrupted, and/or estimation of …
the severe accident progression, where some of the signal is corrupted, and/or estimation of …
Methodology for modeling the spread of radioactive substances in case of an emergency release at a nuclear power plant
L Levchenko, M Biliaiev, V Biliaieva… - Advanced Information …, 2023 - ais.khpi.edu.ua
The methodology for modeling the propagation of accidental releases of radionuclides from
a power unit of a nuclear power plant has been developed. The calculation method takes …
a power unit of a nuclear power plant has been developed. The calculation method takes …
[PDF][PDF] Information systems modeling
ATANPP UNIT - repository.kpi.kharkov.ua
Despite the fact that much attention is paid to the safe operation of nuclear power plants,
there is a possibility of an accident with the release of radionuclides. This is especially true …
there is a possibility of an accident with the release of radionuclides. This is especially true …