Reliability estimation of an advanced nuclear fuel using coupled active learning, multifidelity modeling, and subset simulation

被引：0

作者：

Dhulipala, Somayajulu L.N. ^{[1
]}

Shields, Michael D. ^{[2
]}

Chakroborty, Promit ^{[2
]}

Jiang, Wen ^{[1
]}

Spencer, Benjamin W. ^{[1
]}

Hales, Jason D. ^{[1
]}

Labouré, Vincent M. ^{[3
]}

Prince, Zachary M. ^{[3
]}

Bolisetti, Chandrakanth ^{[4
]}

Che, Yifeng ^{[1
]}

机构：

[1] Computational Mechanics and Materials, Idaho National Laboratory, Idaho Falls,ID,83402, United States

[2] Department of Civil and Systems Engineering, Johns Hopkins University, Baltimore,MD,21218, United States

[3] Reactor Physics Methods and Analysis, Idaho National Laboratory, Idaho Falls,ID,83402, United States

[4] Advanced Reactor Technology and Design, Idaho National Laboratory, Idaho Falls,ID,83402, United States

来源：

Reliability Engineering and System Safety | 2022年 / 226卷

关键词：

This research is supported through the INL Laboratory Directed Research & Development (LDRD); USA Program under DOE Idaho Operations Office Contract DE-AC07-05ID14517. This research made use of the resources of the High Performance Computing Center at INL; which is supported by the Office of Nuclear Energy of the U.S. DOE and the Nuclear Science User Facilities under Contract No. DE-AC07-05ID14517.We thank Peter German at Idaho National Laboratory for his valuable feedback on a draft of this paper. This manuscript has been authored by Battelle Energy Alliance; LLC under Contract No. DE-AC07-05ID14517 with the US Department of Energy. The United States Government retains and the publisher; by accepting the article for publication; acknowledges that the United States Government retains a nonexclusive; paid-up; irrevocable; worldwide license to publish or reproduce the published form of this manuscript; or allow others to do so; for United States Government purposes. This research is supported through the INL Laboratory Directed Research & Development (LDRD); which is supported by the Office of Nuclear Energy of the U.S. DOE and the Nuclear Science User Facilities under Contract No. DE-AC07-05ID14517.This manuscript has been authored by Battelle Energy Alliance; for United States Government purposes;

D O I：

暂无

中图分类号：

学科分类号：

摘要：

引用

共 28 条

[21] Sensitivity analysis and application of advanced nuclear accounting methodologies on the high reliability safeguards model: Use of discrete event simulation for material throughput in fuel fabrication
Lee, Jieun
Borrelli, R. A.
NUCLEAR ENGINEERING AND DESIGN, 2019, 345 : 183 - 195
[22] Posterior estimation using deep learning: a simulation study of compartmental modeling in dynamic positron emission tomography
Liu, Xiaofeng
Marin, Thibault
Amal, Tiss
Woo, Jonghye
Fakhri, Georges El
Ouyang, Jinsong
MEDICAL PHYSICS, 2023, 50 (03) : 1539 - 1548
[23] Modeling and simulation of coupled nuclear heat energy deposition and transfer in the fuel assembly of the Ghana Research Reactor-1 (GHARR-1)
Ameyaw, Felix
Ayensu, Akwasi
Akaho, E. H. K.
NUCLEAR ENGINEERING AND DESIGN, 2011, 241 (12) : 5183 - 5188
[24] Water status estimation of cherry trees using infrared thermal imagery coupled with supervised machine learning modeling
Carrasco-Benavides, Marcos
Gonzalez Viejo, Claudia
Tongson, Eden
Baffico-Hernandez, Antonella
Avila-Sanchez, Carlos
Mora, Marco
Fuentes, Sigfredo
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2022, 200
[25] An active learning reliability analysis method using adaptive Bayesian compressive sensing and Monte Carlo simulation (ABCS-MCS)
Li, Peiping
Wang, Yu
Reliability Engineering and System Safety, 2022, 221
[26] An active learning reliability analysis method using adaptive Bayesian compressive sensing and Monte Carlo simulation (ABCS-MCS)
Li, Peiping
Wang, Yu
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2022, 221
[27] Modeling RP-1 fuel advanced distillation data using comprehensive two-dimensional gas chromatography coupled with time-of-flight mass spectrometry and partial least squares analysis
Kehimkar, Benjamin
Parsons, Brendon A.
Hoggard, Jamin C.
Billingsley, Matthew C.
Bruno, Thomas J.
Synovec, Robert E.
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2015, 407 (01) : 321 - 330
[28] Modeling RP-1 fuel advanced distillation data using comprehensive two-dimensional gas chromatography coupled with time-of-flight mass spectrometry and partial least squares analysis
Benjamin Kehimkar
Brendon A. Parsons
Jamin C. Hoggard
Matthew C. Billingsley
Thomas J. Bruno
Robert E. Synovec
Analytical and Bioanalytical Chemistry, 2015, 407 : 321 - 330

← 1 2 3 →