Feature extraction for early fault detection in rotating machinery of nuclear power plants based on adaptive VMD and Teager energy operator

Shaomin Zhu; Hong Xia; Binsen Peng; Enrico Zio; Zhichao Wang; Yingying Jiang

doi:10.1016/j.anucene.2021.108392

Journal articles

Feature extraction for early fault detection in rotating machinery of nuclear power plants based on adaptive VMD and Teager energy operator

Shaomin Zhu ^{1, 2} Hong Xia ^{1, 2} Binsen Peng ^{1, 2} Enrico Zio ^{3, 4, 5} Zhichao Wang ^{1, 2} Yingying Jiang ^{1, 2}

1 MIIT - Ministry of Industry and Information Technology [Beijing]

2 HRBEU - Harbin Engineering University

3 CRC - Centre de recherche sur les Risques et les Crises

4 POLIMI - Politecnico di Milano [Milan]

5 KHU - Kyung Hee University

Keywords : Nuclear power plant Rotating machinery Parameter-adaptive VMD Artificial bee colony Teager energy operator Early fault feature extraction

Document type :

Journal articles

Domain :

Humanities and Social Sciences / Crisis and risk management

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https://hal-mines-paristech.archives-ouvertes.fr/hal-03479062
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Submitted on : Tuesday, December 14, 2021 - 11:01:39 AM
Last modification on : Monday, January 3, 2022 - 2:54:01 PM

Feature extraction for early fault detection in rotating machinery of nuclear power plants based on adaptive VMD and Teager energy operator

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Feature extraction for early fault detection in rotating machinery of nuclear power plants based on adaptive VMD and Teager energy operator

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