Combinatorial Techniques for Fault Diagnosis in Nuclear Power Plants Based on Bayesian Neural Network and Simplified Bayesian Network-Artificial Neural Network

Combinatorial Techniques for Fault Diagnosis in Nuclear Power Plants Based on Bayesian Neural Network and Simplified Bayesian Network-Artificial Neural Network

Knowledge-driven and data-driven methods are the two representative categories of intelligent technologies used in fault diagnosis in nuclear power plants. Knowledge-driven methods have advantages in interpretability and robustness, while data-driven methods have better performance in ease of modeli...

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Bibliographic Details
Main Authors: Ben Qi, Liguo Zhang, Jingang Liang, Jiejuan Tong
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Energy Research
Subjects:
fault diagnosis
nuclear power plant
data-driven
knowledge-driven
bayesian neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2022.920194/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2022.920194/full

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