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Works (9)
Updated: October 14th, 2024 09:57
2024 journal article
A Framework for Multi-Physics Modeling, Design Optimization and Uncertainty Quantification of Fast-Spectrum Liquid-Fueled Molten-Salt Reactors
APPLIED SCIENCES-BASEL, 14(17).
author keywords: uncertainty quantification; sensitivity analysis; CFD; GeN-Foam; multi-physics
open access via doi.org (publisher)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: September 1, 2024
2024 journal article
A component diagnostic and prognostic framework for pump bearings based on deep learning with data augmentation
RELIABILITY ENGINEERING & SYSTEM SAFETY, 247.
author keywords: Predictive Maintenance; Pump bearing maintenance; Convolutional Neural Network; Bayesian Neural Network; Data augmentation; IMS Dataset
Sources: Web Of Science, ORCID, NC State University Libraries
Added: April 8, 2024
2024 journal article
A system diagnostic and prognostic framework based on deep learning for advanced reactors
PROGRESS IN NUCLEAR ENERGY, 170.
author keywords: Fault diagnosis; System prognosis; Neural networks; Small modular reactor; High Temperature Gas Reactor; SimuPACT
Sources: Web Of Science, NC State University Libraries
Added: April 8, 2024
2024 journal article
Modeling a generic Pebble Bed High-Temperature Gas-Cooled Reactor to perform load-following using Simulink
NUCLEAR ENGINEERING AND DESIGN, 428.
author keywords: High Temperature Gas Reactor; Load-following; Component degradation; Simulink; System Analysis Module; Feedforward Neural Network
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: August 19, 2024
2024 journal article
Reinforcement Learning-Based Control Sequence Optimization for Advanced Reactors
JOURNAL OF NUCLEAR ENGINEERING, 5(3), 209–225.
author keywords: advanced reactors; small modular reactors; machine learning; reinforcement learning; control sequence optimization
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 8, 2024
2023 journal article
Fuel performance uncertainty quantification and sensitivity analysis in the presence of epistemic and aleatoric sources of uncertainties
FRONTIERS IN ENERGY RESEARCH, 11.
author keywords: fuel performance; uncertainty quantification (UQ); sensitivity analysis (SA); aleatoric uncertainty; epistemic uncertainty; pellet cladding mechanical interaction (PCMI)
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, NC State University Libraries
Added: April 17, 2023
2022 journal article
CTF-PARCS Core Multi-Physics Computational Framework for Efficient LWR Steady-State, Depletion and Transient Uncertainty Quantification
ENERGIES, 15(14).
author keywords: multi-physics; CTF; PARCS; LWR; uncertainty quantification
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 20, 2022
2022 journal article
Predictions of component Remaining Useful Lifetime Using Bayesian Neural Network
PROGRESS IN NUCLEAR ENERGY, 146.
author keywords: Prognostics and Health Management; Remaining Useful Life; Bayesian Neural Network; Deep learning; Predictive maintenance; C-MAPSS dataset
Sources: Web Of Science, ORCID, NC State University Libraries
Added: March 1, 2022
2021 journal article
Summary of comparative analysis and conclusions from OECD/NEA LWR-UAM benchmark Phase I
NUCLEAR ENGINEERING AND DESIGN, 384.
author keywords: LWR; Uncertainty analysis; Benchmark; Neutronics; Summary
UN Sustainable Development Goal Categories
6. Clean Water and Sanitation
(OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: October 1, 2021
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