Roller element bearing fault diagnosis using singular spectrum analysis

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2012.08.019 ◽

2013 ◽

Vol 35 (1-2) ◽

pp. 150-166 ◽

Author(s):

Bubathi Muruganatham ◽

M.A. Sanjith ◽

B. Krishnakumar ◽

S.A.V. Satya Murty

Keyword(s):

Fault Diagnosis ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Singular Spectrum ◽

Element Bearing

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Singular spectrum analysis and continuous hidden Markov model for rolling element bearing fault diagnosis

Journal of Vibration and Control ◽

10.1177/1077546313496833 ◽

2013 ◽

Vol 21 (8) ◽

pp. 1506-1521 ◽

Author(s):

Tao Liu ◽

Jin Chen ◽

Guangming Dong

Keyword(s):

Fault Diagnosis ◽

Markov Model ◽

Hidden Markov Model ◽

Spectrum Analysis ◽

Hidden Markov ◽

Singular Spectrum Analysis ◽

Rolling Element Bearing ◽

Bearing Fault Diagnosis ◽

Rolling Element ◽

Element Bearing

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Rolling Bearing Fault Diagnosis via ConceFT-Based Time-Frequency Reconfiguration Order Spectrum Analysis

IEEE Access ◽

10.1109/access.2018.2877711 ◽

2018 ◽

Vol 6 ◽

pp. 67131-67143 ◽

Author(s):

Dongdong Liu ◽

Weidong Cheng ◽

Weigang Wen

Keyword(s):

Fault Diagnosis ◽

Spectrum Analysis ◽

Rolling Bearing ◽

Time Frequency ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

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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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A novel Lanczos quaternion singular spectrum analysis method and its application to bevel gear fault diagnosis with multi-channel signals

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2021.108679 ◽

2022 ◽

Vol 168 ◽

pp. 108679

Author(s):

Yanli Ma ◽

Junsheng Cheng ◽

Ping Wang ◽

Jian Wang ◽

Yu Yang

Keyword(s):

Fault Diagnosis ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Analysis Method ◽

Singular Spectrum ◽

Gear Fault Diagnosis

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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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Morphological Demodulation Method Based on Improved Singular Spectrum Decomposition and Its Application in Rolling Bearing Fault Diagnosis

Journal of Mechanical Engineering ◽

10.3901/jme.2017.07.104 ◽

2017 ◽

Vol 53 (7) ◽

pp. 104 ◽

Author(s):

Xiaoan YAN

Keyword(s):

Fault Diagnosis ◽

Rolling Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Singular Spectrum ◽

Spectrum Decomposition ◽

Demodulation Method

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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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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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A method for rolling bearing fault diagnosis based on the power spectrum analysis and support vector machine

IEEE 10th International Conference on Industrial Informatics ◽

10.1109/indin.2012.6301231 ◽

2012 ◽

Author(s):

Tian Guishuang ◽

Shaoping Wang ◽

Chao Zhang

Keyword(s):

Support Vector Machine ◽

Fault Diagnosis ◽

Power Spectrum ◽

Spectrum Analysis ◽

Rolling Bearing ◽

Power Spectrum Analysis ◽

Support Vector ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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