Bearing incipient fault feature extraction using adaptive period matching enhanced sparse representation

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2021.108467 ◽

2022 ◽

Vol 166 ◽

pp. 108467

Author(s):

Renhe Yao ◽

Hongkai Jiang ◽

Xingqiu Li ◽

Jiping Cao

Keyword(s):

Feature Extraction ◽

Sparse Representation ◽

Incipient Fault ◽

Fault Feature Extraction

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Incipient Fault Feature Extraction of Rolling Bearing Based on Full Vector Complete Ensemble Empirical Mode Decomposition

2019 International Conference on Quality, Reliability, Risk, Maintenance, and Safety Engineering (QR2MSE) ◽

10.1109/qr2mse46217.2019.9021113 ◽

2019 ◽

Author(s):

Gang-Jin Huang ◽

Hong-Kun Li ◽

Yuan-Liang Zhang ◽

Chao-Ge Wang ◽

Jia-Yu Ou

Keyword(s):

Feature Extraction ◽

Empirical Mode Decomposition ◽

Rolling Bearing ◽

Ensemble Empirical Mode Decomposition ◽

Mode Decomposition ◽

Incipient Fault ◽

Fault Feature Extraction ◽

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Sparse representation of transients in wavelet basis and its application in gearbox fault feature extraction

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2014.10.016 ◽

2015 ◽

Vol 56-57 ◽

pp. 230-245 ◽

Author(s):

Wei Fan ◽

Gaigai Cai ◽

Z.K. Zhu ◽

Changqing Shen ◽

Weiguo Huang ◽

...

Keyword(s):

Feature Extraction ◽

Sparse Representation ◽

Wavelet Basis ◽

Fault Feature Extraction

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Initial fault feature extraction via sparse representation over learned dictionary

The 27th Chinese Control and Decision Conference (2015 CCDC) ◽

10.1109/ccdc.2015.7162192 ◽

2015 ◽

Author(s):

Yu Fa-jun ◽

Zhou Feng-xing ◽

Yan Bao-kang

Keyword(s):

Feature Extraction ◽

Sparse Representation ◽

Learned Dictionary ◽

Fault Feature Extraction

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Incipient fault feature extraction of main bearing by iterative squared envelope analysis

2017 Prognostics and System Health Management Conference (PHM-Harbin) ◽

10.1109/phm.2017.8079183 ◽

2017 ◽

Author(s):

Ming An-bo ◽

Zhang Wei ◽

He Hao-hao ◽

Xie Xin-yu ◽

Chu Fu-lei

Keyword(s):

Feature Extraction ◽

Main Bearing ◽

Envelope Analysis ◽

Incipient Fault ◽

Fault Feature Extraction

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Rolling Element Bearing Incipient Fault Feature Extraction Based on Optimal Wavelet Scales Cyclic Spectrum

Journal of Mechanical Engineering ◽

10.3901/jme.2018.17.208 ◽

2018 ◽

Vol 54 (17) ◽

pp. 208

Author(s):

Rui YANG

Keyword(s):

Feature Extraction ◽

Rolling Element Bearing ◽

Rolling Element ◽

Element Bearing ◽

Incipient Fault ◽

Fault Feature Extraction ◽

Cyclic Spectrum

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Incipient Fault Feature Extraction of Rolling Bearing Based on Optimized Singular Spectrum Decomposition

IEEE Sensors Journal ◽

10.1109/jsen.2021.3094880 ◽

2021 ◽

pp. 1-1

Author(s):

Zhixiang Chen ◽

Changbo He ◽

Yongbin Liu ◽

Siliang Lu ◽

Fang Liua ◽

...

Keyword(s):

Feature Extraction ◽

Rolling Bearing ◽

Singular Spectrum ◽

Incipient Fault ◽

Fault Feature Extraction ◽

Spectrum Decomposition

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Incipient fault feature extraction method of gearbox based on wavelet package and PCA

2017 6th Data Driven Control and Learning Systems (DDCLS) ◽

10.1109/ddcls.2017.8068150 ◽

2017 ◽

Author(s):

Ding Jing ◽

Ling Zhao ◽

Darong Huang

Keyword(s):

Feature Extraction ◽

Extraction Method ◽

Feature Extraction Method ◽

Incipient Fault ◽

Fault Feature Extraction

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Sparse representation based on local time–frequency template matching for bearing transient fault feature extraction

Journal of Sound and Vibration ◽

10.1016/j.jsv.2016.01.054 ◽

2016 ◽

Vol 370 ◽

pp. 424-443 ◽

Author(s):

Qingbo He ◽

Xiaoxi Ding

Keyword(s):

Feature Extraction ◽

Sparse Representation ◽

Template Matching ◽

Transient Fault ◽

Time Frequency ◽

Fault Feature Extraction

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Incipient fault feature extraction of rolling bearings based on the MVMD and Teager energy operator

ISA Transactions ◽

10.1016/j.isatra.2018.05.017 ◽

2018 ◽

Vol 80 ◽

pp. 297-311 ◽

Author(s):

Jun Ma ◽

Jiande Wu ◽

Xiaodong Wang

Keyword(s):

Feature Extraction ◽

Energy Operator ◽

Rolling Bearings ◽

Teager Energy Operator ◽

Incipient Fault ◽

Teager Energy ◽

Fault Feature Extraction

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Incipient Fault Feature Extraction Using Lifting Scheme Packet

2010 International Conference on Optoelectronics and Image Processing ◽

10.1109/icoip.2010.189 ◽

2010 ◽

Author(s):

Jiang Hongkai ◽

Dou Dandan

Keyword(s):

Feature Extraction ◽

Lifting Scheme ◽

Incipient Fault ◽

Fault Feature Extraction

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