PT-Informer: A Deep Learning Framework for Nuclear Steam Turbine Fault Diagnosis and Prediction

PT-Informer: A Deep Learning Framework for Nuclear Steam Turbine Fault Diagnosis and Prediction

The health status of equipment is of paramount importance during the operation of nuclear power plants. The occurrence of faults not only leads to significant economic losses but also poses risks of casualties and even major accidents, with unimaginable consequences. This paper proposed a deep learn...

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Bibliographic Details
Main Authors: Jiajing Zhou, Zhao An, Zhile Yang, Yanhui Zhang, Huanlin Chen, Weihua Chen, Yalin Luo, Yuanjun Guo
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Machines
Subjects:
fault diagnosis
fault prediction
PCA
t-SNE
deep learning
nuclear steam turbine
Online Access:https://www.mdpi.com/2075-1702/11/8/846

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