Condition-based shaft fault diagnosis with the empirical mode decomposition method

Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture ◽

10.1177/2041297510394062 ◽

2011 ◽

Vol 225 (5) ◽

pp. 723-734 ◽

Author(s):

W-Y Lin ◽

L-C Chuang ◽

H-T Young

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Decomposition Method ◽

Mode Decomposition ◽

Empirical Mode Decomposition Method

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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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Fault diagnosis approach for roller bearings based on empirical mode decomposition method and hilbert transform

Chinese Journal of Mechanical Engineering ◽

10.3901/cjme.2005.02.267 ◽

2005 ◽

Vol 18 (02) ◽

pp. 267 ◽

Author(s):

Dejie Yu

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Hilbert Transform ◽

Decomposition Method ◽

Roller Bearings ◽

Mode Decomposition ◽

Empirical Mode Decomposition Method ◽

Diagnosis Approach

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An improved complementary ensemble empirical mode decomposition method and its application in rolling bearing fault diagnosis

Digital Signal Processing ◽

10.1016/j.dsp.2021.103050 ◽

2021 ◽

pp. 103050

Author(s):

Jun Gu ◽

Yuxing Peng

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Decomposition Method ◽

Rolling Bearing ◽

Ensemble Empirical Mode Decomposition ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Mode Decomposition ◽

Empirical Mode Decomposition Method

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Fault Diagnosis of Transmission Based on EMD and Fractal Technology

Advanced Materials Research ◽

10.4028/www.scientific.net/amr.926-930.1712 ◽

2014 ◽

Vol 926-930 ◽

pp. 1712-1715

Author(s):

Zhen Shu Ma ◽

Chao Liu ◽

Hua Gang Sun ◽

Zhi Chuan Liu

Keyword(s):

Fractal Dimension ◽

Fault Diagnosis ◽

Noise Reduction ◽

Empirical Mode Decomposition ◽

Decomposition Method ◽

Great Influence ◽

Vibration Signal ◽

Mode Decomposition ◽

Empirical Mode Decomposition Method

As a result of the presence of noise in the measured vibration signal has a great influence on the results of calculation of fractal dimension, Therefore the empirical mode decomposition method for noise reduction of gear vibration signal is used, calculation fractal dimension, extraction fault feature of Gear in different conditions. The measured results show that: Different fault states have different fractal dimension, we can judge the fault type of gear effectively by the fractal dimension.

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An optimized time varying filtering based empirical mode decomposition method with grey wolf optimizer for machinery fault diagnosis

Journal of Sound and Vibration ◽

10.1016/j.jsv.2017.12.028 ◽

2018 ◽

Vol 418 ◽

pp. 55-78 ◽

Author(s):

Xin Zhang ◽

Zhiwen Liu ◽

Qiang Miao ◽

Lei Wang

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Decomposition Method ◽

Grey Wolf Optimizer ◽

Time Varying ◽

Grey Wolf ◽

Mode Decomposition ◽

Empirical Mode Decomposition Method ◽

Machinery Fault Diagnosis

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Fault diagnosis of power capacitors using a convolutional neural network combined with the chaotic synchronisation method and the empirical mode decomposition method

IET Science Measurement & Technology ◽

10.1049/smt2.12056 ◽

2021 ◽

Author(s):

Shiue‐Der Lu ◽

Hong‐Wei Sian ◽

Meng‐Hui Wang ◽

Cheng‐Chien Kuo

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Empirical Mode Decomposition ◽

Decomposition Method ◽

Mode Decomposition ◽

Empirical Mode Decomposition Method

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Engine gearbox fault diagnosis using empirical mode decomposition method and Naïve Bayes algorithm

Sadhana ◽

10.1007/s12046-017-0678-9 ◽

2017 ◽

Vol 42 (7) ◽

pp. 1143-1153 ◽

Author(s):

Kiran Vernekar ◽

Hemantha Kumar ◽

K V Gangadharan

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Decomposition Method ◽

Naive Bayes ◽

Naïve Bayes ◽

Mode Decomposition ◽

Empirical Mode Decomposition Method ◽

Bayes Algorithm

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Application of Modified Empirical Mode Decomposition Method to Fault Diagnosis of Offshore Wind Turbines

International Journal of Multimedia and Ubiquitous Engineering ◽

10.14257/ijmue.2016.11.3.07 ◽

2016 ◽

Vol 11 (3) ◽

pp. 67-80

Author(s):

Ming-Shou An ◽

Dae-Seong Kang

Keyword(s):

Fault Diagnosis ◽

Empirical Mode Decomposition ◽

Wind Turbines ◽

Decomposition Method ◽

Offshore Wind ◽

Offshore Wind Turbines ◽

Mode Decomposition ◽

Empirical Mode Decomposition Method

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Echocardiography frames quantification by empirical mode decomposition method

2014 21th Iranian Conference on Biomedical Engineering (ICBME) ◽

10.1109/icbme.2014.7043921 ◽

2014 ◽

Author(s):

Hesam Aliniazare ◽

Hamid Behnam ◽

Emad Fatemizadeh ◽

Zahra Alizadeh Sani

Keyword(s):

Empirical Mode Decomposition ◽

Decomposition Method ◽

Mode Decomposition ◽

Empirical Mode Decomposition Method

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Separation and compensation of geometric errors of rotary axis in 5-axis ultra-precision machine tool by empirical mode decomposition method

Journal of Manufacturing Processes ◽

10.1016/j.jmapro.2021.06.057 ◽

2021 ◽

Vol 68 ◽

pp. 1509-1523

Author(s):

Qidi Chen ◽

Wei Li ◽

Chao Jiang ◽

Zhixiong Zhou ◽

Sangkee Min

Keyword(s):

Machine Tool ◽

Empirical Mode Decomposition ◽

Decomposition Method ◽

Geometric Errors ◽

Rotary Axis ◽

Precision Machine ◽

Mode Decomposition ◽

Empirical Mode Decomposition Method ◽

Ultra Precision

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