Works (8)
Updated: October 14th, 2024 09:57
2024 article
A System Predictive Maintenance Framework for Advanced Reactors Using a Data-Driven Digital Twin
Rivas, A., Delipei, G. K., & Hou, J. (2024, August 3). NUCLEAR SCIENCE AND ENGINEERING, Vol. 8.
author keywords: Predictive maintenance; steam turbine maintenance; dynamic Bayesian network; feedforward neural network; Bayesian neural network
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 8, 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
open access via www.mdpi.com (publisher PDF)
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: July 8, 2024
2022 journal article
Nuclear data uncertainty propagation applied to the versatile test reactor conceptual design
NUCLEAR ENGINEERING AND DESIGN, 392.
author keywords: Uncertainty Propagation; Neutronics; Versatile Test Reactor; Nuclear Data Uncertainty; Sodium-Cooled Fast Reactor; Sensitivity Analysis
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: April 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
Propagating neutronic uncertainties for FFTF LOFWOS Test #13
NUCLEAR ENGINEERING AND DESIGN, 375.
author keywords: Uncertainty propagation; Neutronics; Thermal hydraulics; Nuclear data uncertainty; Sodium-cooled fast reactor; Sensitivity analysis; Loss of flow without scram
UN Sustainable Development Goal Categories
7. Affordable and Clean Energy
(OpenAlex)
11. Sustainable Cities and Communities
(Web of Science)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: March 23, 2021
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