Machine learning of LWR spent nuclear fuel assembly decay heat measurements

Machine learning of LWR spent nuclear fuel assembly decay heat measurements

Measured decay heat data of light water reactor (LWR) spent nuclear fuel (SNF) assemblies are adopted to train machine learning (ML) models. The measured data is available for fuel assemblies irradiated in commercial reactors operated in the United States and Sweden. The data comes from calorimetric...

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Bibliographic Details
Main Authors: Bamidele Ebiwonjumi, Alexey Cherezov, Siarhei Dzianisau, Deokjung Lee
Format: Article
Language:English
Published: Elsevier 2021-11-01
Series:Nuclear Engineering and Technology
Subjects:
Decay heat
Spent nuclear fuel
Machine learning
Light water reactor
Synthetic data
Uncertainty analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S1738573321003120

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http://www.sciencedirect.com/science/article/pii/S1738573321003120

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