Rolling Element Bearing Fault Diagnosis using Empirical Mode Decomposition and Hjorth Parameters

Procedia Computer Science ◽

10.1016/j.procs.2020.03.359 ◽

2020 ◽

Vol 167 ◽

pp. 1484-1494 ◽

Author(s):

Chhaya Grover ◽

Neelam Turk

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Mode Decomposition ◽

Rolling Element ◽

Element Bearing

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An improved complementary ensemble empirical mode decomposition with adaptive noise and its application to rolling element bearing fault diagnosis

ISA Transactions ◽

10.1016/j.isatra.2019.01.038 ◽

2019 ◽

Vol 91 ◽

pp. 218-234 ◽

Author(s):

Yao Cheng ◽

Zhiwei Wang ◽

Bingyan Chen ◽

Weihua Zhang ◽

Guanhua Huang

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Ensemble Empirical Mode Decomposition ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Mode Decomposition ◽

Rolling Element ◽

Element Bearing ◽

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Use of empirical mode decomposition and K- nearest neighbour classifier for rolling element bearing fault diagnosis

Materials Today Proceedings ◽

10.1016/j.matpr.2021.10.152 ◽

2021 ◽

Author(s):

H.S. Kumar ◽

S.H. Manjunath

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Rolling Element Bearing ◽

Nearest Neighbour ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Mode Decomposition ◽

Rolling Element ◽

Element Bearing ◽

Nearest Neighbour Classifier

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Optimised ensemble empirical mode decomposition with optimised noise parameters and its application to rolling element bearing fault diagnosis

Insight - Non-Destructive Testing and Condition Monitoring ◽

10.1784/insi.2016.58.9.494 ◽

2016 ◽

Vol 58 (9) ◽

pp. 494-501 ◽

Author(s):

Chao Zhang ◽

Zhixiong Li ◽

Shuai Chen ◽

Jianguo Wang ◽

Xiaogang Zhang

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Ensemble Empirical Mode Decomposition ◽

Rolling Element Bearing ◽

Noise Parameters ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Mode Decomposition ◽

Rolling Element ◽

Element Bearing

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Rolling element bearing fault diagnosis based on non-local means de-noising and empirical mode decomposition

IET Science Measurement & Technology ◽

10.1049/iet-smt.2014.0023 ◽

2014 ◽

Vol 8 (6) ◽

pp. 571-578 ◽

Author(s):

Mien Van ◽

Hee-Jun Kang ◽

Kyoo-Sik Shin

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Local Means ◽

Mode Decomposition ◽

Rolling Element ◽

Non Local ◽

Element Bearing

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Generalized empirical mode decomposition and its applications to rolling element bearing fault diagnosis

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2013.04.005 ◽

2013 ◽

Vol 40 (1) ◽

pp. 136-153 ◽

Author(s):

Jinde Zheng ◽

Junsheng Cheng ◽

Yu Yang

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Mode Decomposition ◽

Rolling Element ◽

Element Bearing

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An adaptively fast ensemble empirical mode decomposition method and its applications to rolling element bearing fault diagnosis

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2015.03.002 ◽

2015 ◽

Vol 62-63 ◽

pp. 444-459 ◽

Author(s):

Xiaoming Xue ◽

Jianzhong Zhou ◽

Yanhe Xu ◽

Wenlong Zhu ◽

Chaoshun Li

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Decomposition Method ◽

Ensemble Empirical Mode Decomposition ◽

Rolling Element Bearing ◽

Bearing Fault Diagnosis ◽

Mode Decomposition ◽

Rolling Element ◽

Empirical Mode Decomposition Method ◽

Element Bearing

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A Rolling Element Bearing Fault Diagnosis Approach Based on Multifractal Theory and Gray Relation Theory

PLoS ONE ◽

10.1371/journal.pone.0167587 ◽

2016 ◽

Vol 11 (12) ◽

pp. e0167587 ◽

Author(s):

Jingchao Li ◽

Yunpeng Cao ◽

Yulong Ying ◽

Shuying Li

Keyword(s):

Fault Diagnosis ◽

Relation Theory ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Multifractal Theory ◽

Element Bearing ◽

Diagnosis Approach

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Rolling Element Bearing Fault Diagnosis Based on EEMD and Index of Envelope Spectrum Sparse Ratio

10.1109/icitbs53129.2021.00090 ◽

2021 ◽

Author(s):

Zhe Li ◽

Menghao Zhang ◽

Longlong Li ◽

Runlin Chen ◽

Yanchao Zhang ◽

...

Keyword(s):

Fault Diagnosis ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Element Bearing ◽

Envelope Spectrum

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Simulation-driven Domain Adaptation for Rolling Element Bearing Fault Diagnosis

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2021.3103412 ◽

2021 ◽

pp. 1-1

Author(s):

Chenyu Liu ◽

Konstantinos Gryllias

Keyword(s):

Fault Diagnosis ◽

Domain Adaptation ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Element Bearing

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Rolling Element Bearing Fault Diagnosis for Complex Equipment Based on FIFD and PNN

Journal of Failure Analysis and Prevention ◽

10.1007/s11668-020-01072-9 ◽

2020 ◽

Author(s):

Lei Zhao ◽

Yongxiang Zhang ◽

Jiawei Li

Keyword(s):

Fault Diagnosis ◽

Rolling Element Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Element Bearing ◽

Complex Equipment

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